From e0c9a8bf20f93d449dc43b2d4b0b173cec1eb979 Mon Sep 17 00:00:00 2001 From: awxkee Date: Sat, 8 Jun 2024 21:44:36 +0100 Subject: [PATCH] Histogram equalization --- aire-filters/Cargo.lock | 29 +- aire-filters/Cargo.toml | 3 +- aire-filters/src/clahe.rs | 723 ------------- aire-filters/src/equalize_hist.rs | 148 +-- aire-filters/src/histogram.rs | 66 -- aire-filters/src/hists.rs | 975 ++++++++++++++++++ aire-filters/src/lib.rs | 553 +--------- .../main/cpp/lib/arm64-v8a/libaire_filters.so | Bin 3714336 -> 3757352 bytes .../cpp/lib/armeabi-v7a/libaire_filters.so | Bin 2894320 -> 2915132 bytes aire/src/main/cpp/lib/x86/libaire_filters.so | Bin 3044444 -> 3093432 bytes .../main/cpp/lib/x86_64/libaire_filters.so | Bin 3478832 -> 3541592 bytes .../java/com/awxkee/aire/EffectsPipelines.kt | 128 ++- .../aire/pipeline/EffectsPipelineImpl.kt | 190 ++-- .../com/awxkee/aire/desktop/MainActivity.kt | 42 +- 14 files changed, 1306 insertions(+), 1551 deletions(-) delete mode 100644 aire-filters/src/clahe.rs create mode 100644 aire-filters/src/hists.rs diff --git a/aire-filters/Cargo.lock b/aire-filters/Cargo.lock index ee24fff..754e4a1 100644 --- a/aire-filters/Cargo.lock +++ b/aire-filters/Cargo.lock @@ -6,8 +6,9 @@ version = 3 name = "aire-filters" version = "0.1.0" dependencies = [ - "colorutils-rs", + "colorutils-rs 0.3.1", "half", + "histogram_equalization", "jni", "ndk", "ndk-sys", @@ -55,6 +56,15 @@ dependencies = [ "half", ] +[[package]] +name = "colorutils-rs" +version = "0.3.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c9534cacefccbe8567637a47fc9a9a6d9135a981b453f4ce3e9f93691260f7ed" +dependencies = [ + "half", +] + [[package]] name = "combine" version = "4.6.7" @@ -124,6 +134,17 @@ version = "0.14.5" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1" +[[package]] +name = "histogram_equalization" +version = "0.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c82a44e5139752bac7aec732548edd3618ee095d28343483418168e20c72ffbf" +dependencies = [ + "colorutils-rs 0.3.1", + "num-traits", + "yuvutils-rs", +] + [[package]] name = "indexmap" version = "2.2.6" @@ -228,7 +249,7 @@ version = "0.1.7" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "522668a8aeba7c99d485fcb1a4c37dfab6d343e17ff2a38a378447c4ff6f3d53" dependencies = [ - "colorutils-rs", + "colorutils-rs 0.2.11", "num-traits", "rayon", ] @@ -518,6 +539,6 @@ dependencies = [ [[package]] name = "yuvutils-rs" -version = "0.2.6" +version = "0.2.7" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "612b4a6baf384f7536cc49d357b5f431a68df0badf2848b32686771662a33c3f" +checksum = "c2f1b553efe1c2ee6965d3e0272e7a9fbcf36159b2190867d96755b334426a7d" diff --git a/aire-filters/Cargo.toml b/aire-filters/Cargo.toml index 298fb78..7cb6778 100644 --- a/aire-filters/Cargo.toml +++ b/aire-filters/Cargo.toml @@ -12,8 +12,9 @@ ndk = "0.9.0" crate-type = ["cdylib", "staticlib"] [dependencies] -colorutils-rs = "0.2.3" +colorutils-rs = "0.3.1" half = "2.4.1" +histogram_equalization = "0.1.0" num-traits = "0.2.19" pic-scale = "0.1.0" yuvutils-rs = "0.2.1" diff --git a/aire-filters/src/clahe.rs b/aire-filters/src/clahe.rs deleted file mode 100644 index 52bc3e9..0000000 --- a/aire-filters/src/clahe.rs +++ /dev/null @@ -1,723 +0,0 @@ -use colorutils_rs::{Lab, Luv, Rgb}; -use crate::clahe::AheImplementation::{Ahe, Clahe}; -use crate::equalize_hist::EqualizeHistogramChannels::{Channels3, Channels4}; -use crate::equalize_hist::{cdf, minmax, EqualizeHistogramChannels}; -use crate::histogram::{ - make_histogram_region, make_histogram_region_f32, ImageSingle100Histogram, ImageSingleHistogram, -}; -use yuvutils_rs::{ - rgb_to_yuv444, rgba_to_yuv444, yuv444_to_rgb, yuv444_with_alpha_to_rgba, YuvRange, - YuvStandardMatrix, -}; - -enum AheImplementation { - Ahe = 1, - Clahe = 2, -} - -impl From for AheImplementation { - fn from(value: u8) -> Self { - match value { - 1 => Ahe, - 2 => Clahe, - _ => { - panic!("{} not implemented in AHE", value) - } - } - } -} - -fn lerp(a: f32, b: f32, f: f32) -> f32 { - a * (1f32 - f) + (b * f) -} - -fn blerp(c00: f32, c10: f32, c01: f32, c11: f32, tx: f32, ty: f32) -> f32 { - lerp(lerp(c00, c10, tx), lerp(c01, c11, tx), ty) -} - -#[allow(dead_code)] -pub fn clahe_yuv_rgba( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - grid_size: ClaheGridSize, -) { - clahe_yuv_impl::<{ Channels4 as u8 }, { Clahe as u8 }>( - in_place, stride, width, height, threshold, grid_size, - ); -} - -#[allow(dead_code)] -pub fn clahe_yuv_rgb( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - grid_size: ClaheGridSize, -) { - clahe_yuv_impl::<{ Channels3 as u8 }, { Clahe as u8 }>( - in_place, stride, width, height, threshold, grid_size, - ); -} - -#[allow(dead_code)] -pub fn ahe_yuv_rgb( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - grid_size: ClaheGridSize, -) { - clahe_yuv_impl::<{ Channels3 as u8 }, { Ahe as u8 }>( - in_place, stride, width, height, threshold, grid_size, - ); -} - -#[allow(dead_code)] -pub fn ahe_yuv_rgba( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - grid_size: ClaheGridSize, -) { - clahe_yuv_impl::<{ Channels4 as u8 }, { Ahe as u8 }>( - in_place, stride, width, height, threshold, grid_size, - ); -} - -pub struct ClaheGridSize { - pub w: u32, - pub h: u32, -} - -impl ClaheGridSize { - #[allow(dead_code)] - pub fn new(w: u32, h: u32) -> ClaheGridSize { - ClaheGridSize { w, h } - } -} - -#[allow(dead_code)] -fn clahe_yuv_impl( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - clahe_grid_size: ClaheGridSize, -) { - if clahe_grid_size.w == 0 || clahe_grid_size.h == 0 { - panic!("zero sized grid is not accepted"); - } - let h_channels: EqualizeHistogramChannels = CHANNELS.into(); - let implementation: AheImplementation = IMPLEMENTATION.into(); - let channels: usize; - match h_channels { - Channels3 => { - channels = 3; - } - Channels4 => { - channels = 4; - } - } - - let mut y_plane: Vec = vec![0u8; width as usize * height as usize]; - - let mut u_plane: Vec = vec![0u8; width as usize * height as usize]; - - let mut v_plane: Vec = vec![0u8; width as usize * height as usize]; - - let mut a_plane: Vec = Vec::new(); - if h_channels == Channels4 { - a_plane.resize(width as usize * height as usize, 0u8); - } - - match h_channels { - Channels3 => { - rgb_to_yuv444( - &mut y_plane, - width, - &mut u_plane, - width, - &mut v_plane, - width, - in_place, - stride, - width, - height, - YuvRange::Full, - YuvStandardMatrix::Bt709, - ); - } - Channels4 => { - rgba_to_yuv444( - &mut y_plane, - width, - &mut u_plane, - width, - &mut v_plane, - width, - in_place, - stride, - width, - height, - YuvRange::Full, - YuvStandardMatrix::Bt709, - ); - let mut a_shift = 0usize; - let mut y_shift = 0usize; - for _ in 0usize..height as usize { - for x in 0usize..width as usize { - unsafe { - *a_plane.get_unchecked_mut(a_shift + x) = *in_place.get_unchecked(y_shift + x * channels + 3); - } - } - y_shift += stride as usize; - a_shift += width as usize; - } - } - } - - let mut histograms: Vec> = vec![]; - - let horizontal_tile_size = width / clahe_grid_size.w; - let vertical_tile_size = height / clahe_grid_size.h; - let tiles_horizontal = width / horizontal_tile_size; - let tiles_vertical = height / vertical_tile_size; - for h in 0..tiles_vertical { - let mut regions_hist: Vec = vec![]; - for w in 0..tiles_horizontal { - let start_x = w * horizontal_tile_size; - let start_y = h * vertical_tile_size; - let mut end_x = (w + 1) * horizontal_tile_size; - if w + 1 == tiles_horizontal { - end_x = width; - } - let mut end_y = (h + 1) * vertical_tile_size; - if h + 1 == tiles_vertical { - end_y = height; - } - - let mut region_hist = - make_histogram_region(&y_plane, width, start_x, end_x, start_y, end_y); - - let mut bins = region_hist.bins; - match implementation { - Clahe => { - clip_hist_clahe(&mut bins, threshold); - } - _ => {} - } - cdf(&mut bins); - - let (min_bin, _) = minmax(&bins); - - let distance_r = - 1f64 / ((end_y - start_y) as f64 * (end_x - start_x) as f64 - min_bin as f64); - - for i in 0..256usize { - if distance_r != 0f64 { - bins[i] = (255f64 * (bins[i] as f64 - min_bin as f64) * distance_r) - .round() - .min(255f64) as u64; - } - } - - region_hist.bins = bins; - - regions_hist.push(region_hist); - } - histograms.push(regions_hist); - } - - for y in 0usize..height as usize { - for x in 0usize..width as usize { - let c_x_f = - (x as f32 - horizontal_tile_size as f32 / 2f32) / horizontal_tile_size as f32; - let r_y_f = (y as f32 - vertical_tile_size as f32 / 2f32) / vertical_tile_size as f32; - - let x1 = (x as f32 - ((c_x_f as i64) as f32 + 0.5f32) * horizontal_tile_size as f32) - / horizontal_tile_size as f32; - let y1 = (y as f32 - ((r_y_f as i64) as f32 + 0.5f32) * vertical_tile_size as f32) - / vertical_tile_size as f32; - - let value = unsafe { *y_plane.get_unchecked(width as usize * y + x) } as usize; - - let r_y = r_y_f.max(0f32) as i64; - let c_x = c_x_f.max(0f32) as i64; - - let r = (r_y as usize).min(tiles_vertical as usize - 1usize); - let c = (c_x as usize).min(tiles_horizontal as usize - 1usize); - let bin1 = histograms[r][c].bins[value] as f32; - let bin2 = - histograms[r][(c + 1).min(tiles_horizontal as usize - 1usize)].bins[value] as f32; - let bin3 = - histograms[(r + 1).min(tiles_vertical as usize - 1usize)][c].bins[value] as f32; - let bin4 = histograms[(r + 1).min(tiles_vertical as usize - 1usize)] - [(c + 1).min(tiles_horizontal as usize - 1usize)] - .bins[value] as f32; - let interpolated = blerp(bin1, bin2, bin3, bin4, x1, y1); - *unsafe { y_plane.get_unchecked_mut(width as usize * y + x) } = interpolated as u8; - } - } - - match h_channels { - Channels3 => { - yuv444_to_rgb( - &y_plane, - width, - &u_plane, - width, - &v_plane, - width, - in_place, - stride, - width, - height, - YuvRange::Full, - YuvStandardMatrix::Bt709, - ); - } - Channels4 => { - yuv444_with_alpha_to_rgba( - &y_plane, - width, - &u_plane, - width, - &v_plane, - width, - &a_plane, - width, - in_place, - stride, - width, - height, - YuvRange::Full, - YuvStandardMatrix::Bt709, - false, - ); - } - } -} - -fn clip_hist_clahe(bins: &mut [u64], level: f32) { - let sums: u64 = bins.iter().sum(); - let mean: u64 = (sums as f64 / bins.len() as f64).round() as u64; - let threshold_value: f64 = mean as f64 * level as f64; - let clip_limit = mean + threshold_value as u64; - let mut excess = 0u64; - - for i in 0..bins.len() { - if bins[i] > clip_limit { - excess += bins[i]; - } - } - - let mean_excess = (excess as f64 / bins.len() as f64) as u64; - - for i in 0..bins.len() { - if bins[i] >= clip_limit { - bins[i] = clip_limit + mean_excess; - } else { - bins[i] = bins[i] + mean_excess; - } - } -} - -#[allow(dead_code)] -pub fn clahe_luv_rgba( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - grid_size: ClaheGridSize, -) { - clahe_luv_impl::<{ Channels4 as u8 }, { Clahe as u8 }>( - in_place, stride, width, height, threshold, grid_size, - ); -} - -#[allow(dead_code)] -pub fn ahe_luv_rgba( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - grid_size: ClaheGridSize, -) { - clahe_luv_impl::<{ Channels4 as u8 }, { Ahe as u8 }>( - in_place, stride, width, height, threshold, grid_size, - ); -} - -#[allow(dead_code)] -fn clahe_luv_impl( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - clahe_grid_size: ClaheGridSize, -) { - if clahe_grid_size.w == 0 || clahe_grid_size.h == 0 { - panic!("zero sized grid is not accepted"); - } - let h_channels: EqualizeHistogramChannels = CHANNELS.into(); - let implementation: AheImplementation = IMPLEMENTATION.into(); - let channels: usize; - match h_channels { - Channels3 => { - channels = 3; - } - Channels4 => { - channels = 4; - } - } - - let mut luv_image: Vec = Vec::new(); - let luv_stride = width as usize * 3usize; - luv_image.resize(luv_stride * height as usize, 0f32); - - let mut y_shift = 0usize; - let mut luv_shift = 0usize; - for _ in 0usize..(height as usize) { - for (x, j) in (0usize..width as usize).zip(0usize..width as usize) { - let px = x * channels; - let h_px = j * 3usize; - - let rgb = Rgb::::new( - unsafe { *in_place.get_unchecked(y_shift + px) }, - unsafe { *in_place.get_unchecked(y_shift + px + 1) }, - unsafe { *in_place.get_unchecked(y_shift + px + 2) }, - ); - let luv = rgb.to_luv(); - unsafe { - *luv_image.get_unchecked_mut(luv_shift + h_px) = luv.l; - *luv_image.get_unchecked_mut(luv_shift + h_px + 1) = luv.u; - *luv_image.get_unchecked_mut(luv_shift + h_px + 2) = luv.v; - } - } - y_shift += stride as usize; - luv_shift += luv_stride; - } - - let mut histograms: Vec> = vec![]; - - let horizontal_tile_size = width / clahe_grid_size.w; - let vertical_tile_size = height / clahe_grid_size.h; - let tiles_horizontal = width / horizontal_tile_size; - let tiles_vertical = height / vertical_tile_size; - for h in 0..tiles_vertical { - let mut regions_hist: Vec = vec![]; - for w in 0..tiles_horizontal { - let start_x = w * horizontal_tile_size; - let start_y = h * vertical_tile_size; - let mut end_x = (w + 1) * horizontal_tile_size; - if w + 1 == tiles_horizontal { - end_x = width; - } - let mut end_y = (h + 1) * vertical_tile_size; - if h + 1 == tiles_vertical { - end_y = height; - } - - let mut region_hist = make_histogram_region_f32( - &luv_image, - luv_stride as u32, - start_x, - end_x, - start_y, - end_y, - ); - - let mut bins = region_hist.bins; - match implementation { - Clahe => { - clip_hist_clahe(&mut bins, threshold); - } - _ => {} - } - cdf(&mut bins); - - let (min_bin, _) = minmax(&bins); - - let distance_r = - 1f64 / ((end_y - start_y) as f64 * (end_x - start_x) as f64 - min_bin as f64); - - for i in 0..100usize { - if distance_r != 0f64 { - bins[i] = (100f64 * (bins[i] as f64 - min_bin as f64) * distance_r) - .round() - .min(100f64) - .max(0f64) as u64; - } - } - - region_hist.bins = bins; - - regions_hist.push(region_hist); - } - histograms.push(regions_hist); - } - - for y in 0usize..height as usize { - for x in 0usize..width as usize { - let c_x_f = - (x as f32 - horizontal_tile_size as f32 / 2f32) / horizontal_tile_size as f32; - let r_y_f = (y as f32 - vertical_tile_size as f32 / 2f32) / vertical_tile_size as f32; - - let x1 = (x as f32 - ((c_x_f as i64) as f32 + 0.5f32) * horizontal_tile_size as f32) - / horizontal_tile_size as f32; - let y1 = (y as f32 - ((r_y_f as i64) as f32 + 0.5f32) * vertical_tile_size as f32) - / vertical_tile_size as f32; - - let px = x * 3; - - let value = luv_image[luv_stride * y + px].min(100f32).max(0f32) as usize; - - let r_y = r_y_f.max(0f32) as i64; - let c_x = c_x_f.max(0f32) as i64; - - let r = (r_y as usize).min(tiles_vertical as usize - 1usize); - let c = (c_x as usize).min(tiles_horizontal as usize - 1usize); - let bin1 = histograms[r][c].bins[value] as f32; - let bin2 = - histograms[r][(c + 1).min(tiles_horizontal as usize - 1usize)].bins[value] as f32; - let bin3 = - histograms[(r + 1).min(tiles_vertical as usize - 1usize)][c].bins[value] as f32; - let bin4 = histograms[(r + 1).min(tiles_vertical as usize - 1usize)] - [(c + 1).min(tiles_horizontal as usize - 1usize)] - .bins[value] as f32; - let interpolated = blerp(bin1, bin2, bin3, bin4, x1, y1).min(100f32).max(0f32); - *unsafe { luv_image.get_unchecked_mut(luv_stride * y + px) } = interpolated.min(100f32).max(0f32); - } - } - - let mut luv_shift = 0usize; - let mut y_shift = 0usize; - for _ in 0usize..height as usize { - for (x, j) in (0usize..width as usize).zip(0usize..width as usize) { - let px = x * channels; - let h_px = j * 3; - - let hsv = Luv::new( - unsafe { *luv_image.get_unchecked(luv_shift + h_px) }, - unsafe { *luv_image.get_unchecked(luv_shift + h_px + 1) }, - unsafe { *luv_image.get_unchecked(luv_shift + h_px + 2) }, - ); - let rgb = hsv.to_rgb(); - - unsafe { - *in_place.get_unchecked_mut(y_shift + px) = rgb.r; - *in_place.get_unchecked_mut(y_shift + px + 1) = rgb.g; - *in_place.get_unchecked_mut(y_shift + px + 2) = rgb.b; - } - } - y_shift += stride as usize; - luv_shift += luv_stride; - } -} - -#[allow(dead_code)] -pub fn clahe_lab_rgba( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - grid_size: ClaheGridSize, -) { - clahe_lab_impl::<{ Channels4 as u8 }, { Clahe as u8 }>( - in_place, stride, width, height, threshold, grid_size, - ); -} - -#[allow(dead_code)] -pub fn ahe_lab_rgba( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - grid_size: ClaheGridSize, -) { - clahe_lab_impl::<{ Channels4 as u8 }, { Ahe as u8 }>( - in_place, stride, width, height, threshold, grid_size, - ); -} - -#[allow(dead_code)] -fn clahe_lab_impl( - in_place: &mut [u8], - stride: u32, - width: u32, - height: u32, - threshold: f32, - clahe_grid_size: ClaheGridSize, -) { - if clahe_grid_size.w == 0 || clahe_grid_size.h == 0 { - panic!("zero sized grid is not accepted"); - } - let h_channels: EqualizeHistogramChannels = CHANNELS.into(); - let implementation: AheImplementation = IMPLEMENTATION.into(); - let channels: usize; - match h_channels { - Channels3 => { - channels = 3; - } - Channels4 => { - channels = 4; - } - } - - let mut luv_image: Vec = Vec::new(); - let luv_stride = width as usize * 3usize; - luv_image.resize(luv_stride * height as usize, 0f32); - - let mut y_shift = 0usize; - let mut luv_shift = 0usize; - for _ in 0usize..(height as usize) { - for (x, j) in (0usize..width as usize).zip(0usize..width as usize) { - let px = x * channels; - let h_px = j * 3usize; - - let rgb = Rgb::::new( - unsafe { *in_place.get_unchecked(y_shift + px) }, - unsafe { *in_place.get_unchecked(y_shift + px + 1) }, - unsafe { *in_place.get_unchecked(y_shift + px + 2) }, - ); - let luv = rgb.to_lab(); - unsafe { - *luv_image.get_unchecked_mut(luv_shift + h_px) = luv.l; - *luv_image.get_unchecked_mut(luv_shift + h_px + 1) = luv.a; - *luv_image.get_unchecked_mut(luv_shift + h_px + 2) = luv.b; - } - } - y_shift += stride as usize; - luv_shift += luv_stride; - } - - let mut histograms: Vec> = vec![]; - - let horizontal_tile_size = width / clahe_grid_size.w; - let vertical_tile_size = height / clahe_grid_size.h; - let tiles_horizontal = width / horizontal_tile_size; - let tiles_vertical = height / vertical_tile_size; - for h in 0..tiles_vertical { - let mut regions_hist: Vec = vec![]; - for w in 0..tiles_horizontal { - let start_x = w * horizontal_tile_size; - let start_y = h * vertical_tile_size; - let mut end_x = (w + 1) * horizontal_tile_size; - if w + 1 == tiles_horizontal { - end_x = width; - } - let mut end_y = (h + 1) * vertical_tile_size; - if h + 1 == tiles_vertical { - end_y = height; - } - - let mut region_hist = make_histogram_region_f32( - &luv_image, - luv_stride as u32, - start_x, - end_x, - start_y, - end_y, - ); - - let mut bins = region_hist.bins; - match implementation { - Clahe => { - clip_hist_clahe(&mut bins, threshold); - } - _ => {} - } - cdf(&mut bins); - - let (min_bin, _) = minmax(&bins); - - let distance_r = - 1f64 / ((end_y - start_y) as f64 * (end_x - start_x) as f64 - min_bin as f64); - - for i in 0..100usize { - if distance_r != 0f64 { - bins[i] = (100f64 * (bins[i] as f64 - min_bin as f64) * distance_r) - .round() - .min(100f64) - .max(0f64) as u64; - } - } - - region_hist.bins = bins; - - regions_hist.push(region_hist); - } - histograms.push(regions_hist); - } - - for y in 0usize..height as usize { - for x in 0usize..width as usize { - let c_x_f = - (x as f32 - horizontal_tile_size as f32 / 2f32) / horizontal_tile_size as f32; - let r_y_f = (y as f32 - vertical_tile_size as f32 / 2f32) / vertical_tile_size as f32; - - let x1 = (x as f32 - ((c_x_f as i64) as f32 + 0.5f32) * horizontal_tile_size as f32) - / horizontal_tile_size as f32; - let y1 = (y as f32 - ((r_y_f as i64) as f32 + 0.5f32) * vertical_tile_size as f32) - / vertical_tile_size as f32; - - let px = x * 3; - - let value = unsafe { *luv_image.get_unchecked(luv_stride * y + px) }.min(100f32).max(0f32) as usize; - - let r_y = r_y_f.max(0f32) as i64; - let c_x = c_x_f.max(0f32) as i64; - - let r = (r_y as usize).min(tiles_vertical as usize - 1usize); - let c = (c_x as usize).min(tiles_horizontal as usize - 1usize); - let bin1 = histograms[r][c].bins[value] as f32; - let bin2 = - histograms[r][(c + 1).min(tiles_horizontal as usize - 1usize)].bins[value] as f32; - let bin3 = - histograms[(r + 1).min(tiles_vertical as usize - 1usize)][c].bins[value] as f32; - let bin4 = histograms[(r + 1).min(tiles_vertical as usize - 1usize)] - [(c + 1).min(tiles_horizontal as usize - 1usize)] - .bins[value] as f32; - let interpolated = blerp(bin1, bin2, bin3, bin4, x1, y1); - unsafe { *luv_image.get_unchecked_mut(luv_stride * y + px) = interpolated.min(100f32).max(0f32) }; - } - } - - let mut luv_shift = 0usize; - let mut y_shift = 0usize; - for _ in 0usize..height as usize { - for (x, j) in (0usize..width as usize).zip(0usize..width as usize) { - let px = x * channels; - let h_px = j * 3; - - let hsv = Lab::new( - unsafe { *luv_image.get_unchecked(luv_shift + h_px) }, - unsafe { *luv_image.get_unchecked(luv_shift + h_px + 1) }, - unsafe { *luv_image.get_unchecked(luv_shift + h_px + 2) }, - ); - let rgb = hsv.to_rgb(); - - unsafe { - *in_place.get_unchecked_mut(y_shift + px) = rgb.r; - *in_place.get_unchecked_mut(y_shift + px + 1) = rgb.g; - *in_place.get_unchecked_mut(y_shift + px + 2) = rgb.b; - } - } - y_shift += stride as usize; - luv_shift += luv_stride; - } -} diff --git a/aire-filters/src/equalize_hist.rs b/aire-filters/src/equalize_hist.rs index cd3d01e..94a1cb8 100644 --- a/aire-filters/src/equalize_hist.rs +++ b/aire-filters/src/equalize_hist.rs @@ -1,12 +1,10 @@ use colorutils_rs::{Hsv, Rgb}; -use yuvutils_rs::{ - rgb_to_yuv444, rgba_to_yuv444, yuv444_to_rgb, yuv444_to_rgba, YuvRange, YuvStandardMatrix, -}; +use histogram_equalization::ClaheGridSize; -use crate::clahe::ClaheGridSize; -use crate::histogram::{make_histogram_1_channel, make_histogram_channel_3_region}; use EqualizeHistogramChannels::{Channels3, Channels4}; +use crate::histogram::make_histogram_channel_3_region; + #[repr(u8)] #[derive(Copy, Clone, PartialOrd, PartialEq)] pub enum EqualizeHistogramChannels { @@ -51,146 +49,6 @@ pub fn cdf(arr: &mut [u64]) { } } -#[allow(dead_code)] -pub fn equalize_histogram( - source: &[u8], - src_stride: u32, - dst: &mut [u8], - dst_stride: u32, - width: u32, - height: u32, -) { - equalize_histogram_region_yuv::(source, src_stride, dst, dst_stride, width, height); -} - -#[allow(dead_code)] -fn equalize_histogram_region_yuv( - source: &[u8], - src_stride: u32, - dst: &mut [u8], - dst_stride: u32, - width: u32, - height: u32, -) { - let h_channels: EqualizeHistogramChannels = CHANNELS.into(); - - let mut y_plane: Vec = Vec::new(); - y_plane.resize(width as usize * height as usize, 0u8); - - let mut u_plane: Vec = Vec::new(); - u_plane.resize(width as usize * height as usize, 0u8); - - let mut v_plane: Vec = Vec::new(); - v_plane.resize(width as usize * height as usize, 0u8); - - match h_channels { - Channels3 => { - rgb_to_yuv444( - &mut y_plane, - width, - &mut u_plane, - width, - &mut v_plane, - width, - source, - src_stride, - width, - height, - YuvRange::Full, - YuvStandardMatrix::Bt709, - ); - } - Channels4 => { - rgba_to_yuv444( - &mut y_plane, - width, - &mut u_plane, - width, - &mut v_plane, - width, - source, - src_stride, - width, - height, - YuvRange::Full, - YuvStandardMatrix::Bt709, - ); - } - } - - let histogram = make_histogram_1_channel(&y_plane, width, width, height); - let mut bins = histogram.bins; - - cdf(&mut bins); - - let pixels_count = width * height; - - let (min_bin, _) = minmax(&bins); - - let distance_r = 1f64 / (pixels_count as f64 - min_bin as f64); - - for i in 0..256usize { - if distance_r != 0f64 { - bins[i] = (255f64 * (bins[i] as f64 - min_bin as f64) * distance_r) - .round() - .min(255f64) as u64; - } - } - - let mut y_shift = 0usize; - for _ in 0usize..height as usize { - for x in 0usize..width as usize { - unsafe { - *y_plane.get_unchecked_mut(y_shift + x) = bins[*y_plane.get_unchecked(y_shift + x) as usize] as u8; - } - } - y_shift += width as usize; - } - - match h_channels { - Channels3 => { - yuv444_to_rgb( - &y_plane, - width, - &u_plane, - width, - &v_plane, - width, - dst, - dst_stride, - width, - height, - YuvRange::Full, - YuvStandardMatrix::Bt709, - ); - } - Channels4 => { - yuv444_to_rgba( - &y_plane, - width, - &u_plane, - width, - &v_plane, - width, - dst, - dst_stride, - width, - height, - YuvRange::Full, - YuvStandardMatrix::Bt709, - ); - } - } -} - -#[allow(dead_code)] -pub fn equalize_histogram_hsv(dst: &mut [u8], dst_stride: u32, width: u32, height: u32) { - equalize_histogram_region_hsv::<{ Channels4 as u8 }>( - dst, dst_stride, 0, width, 0, height, width, height, - ); -} - -#[allow(dead_code)] fn equalize_histogram_region_hsv( in_place: &mut [u8], stride: u32, diff --git a/aire-filters/src/histogram.rs b/aire-filters/src/histogram.rs index db09d07..0b8c682 100644 --- a/aire-filters/src/histogram.rs +++ b/aire-filters/src/histogram.rs @@ -3,26 +3,6 @@ pub struct ImageSingleHistogram { pub bins: [u64; 256], } -pub fn make_histogram_1_channel( - in_place: &[u8], - stride: u32, - width: u32, - height: u32, -) -> ImageSingleHistogram { - let mut bins: [u64; 256] = [0u64; 256]; - let mut y_shift = 0usize; - - for _ in 0..height as usize { - for x in 0..width as usize { - bins[in_place[y_shift + x] as usize] += 1u64; - } - y_shift += stride as usize; - } - - let hist = ImageSingleHistogram { bins }; - hist -} - #[derive(Copy, Clone, PartialOrd, PartialEq)] pub struct ImageHistogram { pub r_bins: [u64; 256], @@ -61,49 +41,3 @@ pub fn make_histogram_channel_3_region( let hist = ImageSingle100Histogram { bins }; hist } - -pub fn make_histogram_region( - in_place: &[u8], - stride: u32, - start_x: u32, - end_x: u32, - start_y: u32, - end_y: u32, -) -> ImageSingleHistogram { - let mut bins: [u64; 256] = [0u64; 256]; - let mut y_shift = (stride * start_y) as usize; - - for _ in start_y as usize..end_y as usize { - for x in start_x as usize..end_x as usize { - bins[in_place[y_shift + x] as usize] += 1u64; - } - y_shift += stride as usize; - } - - let hist = ImageSingleHistogram { bins }; - hist -} - -pub fn make_histogram_region_f32( - in_place: &[f32], - stride: u32, - start_x: u32, - end_x: u32, - start_y: u32, - end_y: u32, -) -> ImageSingle100Histogram { - let mut bins: [u64; 101] = [0u64; 101]; - let mut y_shift = (stride * start_y) as usize; - - for _ in start_y as usize..end_y as usize { - for x in start_x as usize..end_x as usize { - let px = x * 3; - let value = in_place[y_shift + px].round().min(100f32).max(0f32) as usize; - bins[value] += 1u64; - } - y_shift += stride as usize; - } - - let hist = ImageSingle100Histogram { bins }; - hist -} diff --git a/aire-filters/src/hists.rs b/aire-filters/src/hists.rs new file mode 100644 index 0000000..8cdd2ae --- /dev/null +++ b/aire-filters/src/hists.rs @@ -0,0 +1,975 @@ +#[cfg(target_os = "android")] +#[allow(non_snake_case)] +pub mod android { + extern crate jni; + + use histogram_equalization::*; + use jni::sys::{jfloat, jint, jobject}; + use jni::JNIEnv; + + use crate::bitmap_helper::android_bitmap; + use crate::equalize_hist::equalize_histogram_squares_rgba; + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + ) -> jobject { + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + + hist_equal_yuv_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistHSVImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + bins_count: jint, + ) -> jobject { + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + hist_equal_hsv_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistLABImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + bins_count: jint, + ) -> jobject { + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + hist_equal_lab_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistLUVImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + bins_count: jint, + ) -> jobject { + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + hist_equal_lab_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistHSLImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + bins_count: jint, + ) -> jobject { + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + hist_equal_hsl_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistAdaptiveImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + grid_size_w: jint, + grid_size_h: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + ahe_yuv_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_claheImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + threshold: jfloat, + grid_size_w: jint, + grid_size_h: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + clahe_yuv_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + threshold, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistSquaresImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + grid_size_w: jint, + grid_size_h: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(mut info) => { + equalize_histogram_squares_rgba( + &mut info.data, + info.stride, + info.width, + info.height, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &info.data, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_claheLUVImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + threshold: jfloat, + grid_size_w: jint, + grid_size_h: jint, + bins_count: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + clahe_luv_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + threshold, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_claheHSVImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + threshold: jfloat, + grid_size_w: jint, + grid_size_h: jint, + bins_count: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + clahe_hsv_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + threshold, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_claheHSLImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + threshold: jfloat, + grid_size_w: jint, + grid_size_h: jint, + bins_count: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + clahe_hsl_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + threshold, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistAdaptiveLUVImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + grid_size_w: jint, + grid_size_h: jint, + bins_count: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + ahe_luv_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_claheLABImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + threshold: jfloat, + grid_size_w: jint, + grid_size_h: jint, + bins_count: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + clahe_lab_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + threshold, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistAdaptiveLABImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + grid_size_w: jint, + grid_size_h: jint, + bins_count: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + ahe_lab_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistAdaptiveHSLImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + grid_size_w: jint, + grid_size_h: jint, + bins_count: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + ahe_hsl_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } + + #[no_mangle] + pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistAdaptiveHSVImpl( + mut env: JNIEnv, + _: jobject, + bitmap: jobject, + grid_size_w: jint, + grid_size_h: jint, + bins_count: jint, + ) -> jobject { + if grid_size_w <= 0 || grid_size_h <= 0 { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, "Grid Size zeros or negative is not supported") + .expect("Failed to access JNI"); + return bitmap; + } + + let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); + match bitmap_info { + Ok(info) => { + let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; + ahe_hsv_rgba( + &info.data, + info.stride, + &mut dst_vec, + info.stride, + info.width, + info.height, + ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), + bins_count as usize, + ); + + let new_bitmap_r = android_bitmap::create_bitmap( + &mut env, + &dst_vec, + info.stride, + info.width, + info.height, + ); + + return match new_bitmap_r { + Ok(new_bitmap) => new_bitmap.as_raw(), + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + }; + } + Err(error_message) => { + let clazz = env + .find_class("java/lang/Exception") + .expect("Found exception class"); + env.throw_new(clazz, error_message) + .expect("Failed to access JNI"); + bitmap + } + } + } +} diff --git a/aire-filters/src/lib.rs b/aire-filters/src/lib.rs index 8ef0512..d989b59 100644 --- a/aire-filters/src/lib.rs +++ b/aire-filters/src/lib.rs @@ -7,10 +7,10 @@ pub use surface_type::aire_reformat_surface_u8_to_luva; mod android_bitmap; mod bitmap_helper; -mod clahe; mod equalize_hist; mod histogram; mod surface_type; +mod hists; #[cfg(target_os = "android")] #[allow(non_snake_case)] @@ -19,530 +19,14 @@ pub mod android { use jni::JNIEnv; use jni::objects::JObject; - use jni::sys::{jfloat, jint, jobject}; - use pic_scale::{ImageSize, ImageStore, LabScaler, LinearScaler, LuvScaler, ResamplingFunction, Scaler, Scaling, ThreadingPolicy}; + use jni::sys::{jint, jobject}; + use pic_scale::{ + ImageSize, ImageStore, LabScaler, LinearScaler, LuvScaler, ResamplingFunction, Scaler, + Scaling, ThreadingPolicy, + }; use crate::android_bitmap::copy_image; use crate::bitmap_helper::android_bitmap; - use crate::clahe::{ahe_lab_rgba, ahe_luv_rgba, ahe_yuv_rgba, clahe_lab_rgba, clahe_luv_rgba, clahe_yuv_rgba, ClaheGridSize}; - use crate::equalize_hist::{ - equalize_histogram, equalize_histogram_hsv, equalize_histogram_squares_rgba, - EqualizeHistogramChannels, - }; - - #[no_mangle] - pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistImpl( - mut env: JNIEnv, - _: jobject, - bitmap: jobject, - ) -> jobject { - let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); - match bitmap_info { - Ok(info) => { - let mut dst_vec: Vec = vec![0u8; info.stride as usize * info.height as usize]; - - equalize_histogram::<{ EqualizeHistogramChannels::Channels4 as u8 }>( - &info.data, - info.stride, - &mut dst_vec, - info.stride, - info.width, - info.height, - ); - - let new_bitmap_r = android_bitmap::create_bitmap( - &mut env, - &dst_vec, - info.stride, - info.width, - info.height, - ); - - return match new_bitmap_r { - Ok(new_bitmap) => new_bitmap.as_raw(), - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - }; - } - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - } - } - - #[no_mangle] - pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistHSVImpl( - mut env: JNIEnv, - _: jobject, - bitmap: jobject, - ) -> jobject { - let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); - match bitmap_info { - Ok(mut info) => { - equalize_histogram_hsv(&mut info.data, info.stride, info.width, info.height); - - let new_bitmap_r = android_bitmap::create_bitmap( - &mut env, - &info.data, - info.stride, - info.width, - info.height, - ); - - return match new_bitmap_r { - Ok(new_bitmap) => new_bitmap.as_raw(), - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - }; - } - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - } - } - - #[no_mangle] - pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistAdaptiveImpl( - mut env: JNIEnv, - _: jobject, - bitmap: jobject, - grid_size_w: jint, - grid_size_h: jint, - ) -> jobject { - if grid_size_w <= 0 || grid_size_h <= 0 { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, "Grid Size zeros or negative is not supported") - .expect("Failed to access JNI"); - return bitmap; - } - - let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); - match bitmap_info { - Ok(mut info) => { - ahe_yuv_rgba( - &mut info.data, - info.stride, - info.width, - info.height, - 1f32, - ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), - ); - - let new_bitmap_r = android_bitmap::create_bitmap( - &mut env, - &info.data, - info.stride, - info.width, - info.height, - ); - - return match new_bitmap_r { - Ok(new_bitmap) => new_bitmap.as_raw(), - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - }; - } - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - } - } - - #[no_mangle] - pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_claheImpl( - mut env: JNIEnv, - _: jobject, - bitmap: jobject, - threshold: jfloat, - grid_size_w: jint, - grid_size_h: jint, - ) -> jobject { - if grid_size_w <= 0 || grid_size_h <= 0 { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, "Grid Size zeros or negative is not supported") - .expect("Failed to access JNI"); - return bitmap; - } - - let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); - match bitmap_info { - Ok(mut info) => { - clahe_yuv_rgba( - &mut info.data, - info.stride, - info.width, - info.height, - threshold, - ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), - ); - - let new_bitmap_r = android_bitmap::create_bitmap( - &mut env, - &info.data, - info.stride, - info.width, - info.height, - ); - - return match new_bitmap_r { - Ok(new_bitmap) => new_bitmap.as_raw(), - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - }; - } - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - } - } - - #[no_mangle] - pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistSquaresImpl( - mut env: JNIEnv, - _: jobject, - bitmap: jobject, - grid_size_w: jint, - grid_size_h: jint, - ) -> jobject { - if grid_size_w <= 0 || grid_size_h <= 0 { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, "Grid Size zeros or negative is not supported") - .expect("Failed to access JNI"); - return bitmap; - } - let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); - match bitmap_info { - Ok(mut info) => { - equalize_histogram_squares_rgba( - &mut info.data, - info.stride, - info.width, - info.height, - ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), - ); - - let new_bitmap_r = android_bitmap::create_bitmap( - &mut env, - &info.data, - info.stride, - info.width, - info.height, - ); - - return match new_bitmap_r { - Ok(new_bitmap) => new_bitmap.as_raw(), - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - }; - } - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - } - } - - #[no_mangle] - pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_claheLUVImpl( - mut env: JNIEnv, - _: jobject, - bitmap: jobject, - threshold: jfloat, - grid_size_w: jint, - grid_size_h: jint, - ) -> jobject { - if grid_size_w <= 0 || grid_size_h <= 0 { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, "Grid Size zeros or negative is not supported") - .expect("Failed to access JNI"); - return bitmap; - } - - let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); - match bitmap_info { - Ok(mut info) => { - clahe_luv_rgba( - &mut info.data, - info.stride, - info.width, - info.height, - threshold, - ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), - ); - - let new_bitmap_r = android_bitmap::create_bitmap( - &mut env, - &info.data, - info.stride, - info.width, - info.height, - ); - - return match new_bitmap_r { - Ok(new_bitmap) => new_bitmap.as_raw(), - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - }; - } - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - } - } - - #[no_mangle] - pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistAdaptiveLUVImpl( - mut env: JNIEnv, - _: jobject, - bitmap: jobject, - grid_size_w: jint, - grid_size_h: jint, - ) -> jobject { - if grid_size_w <= 0 || grid_size_h <= 0 { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, "Grid Size zeros or negative is not supported") - .expect("Failed to access JNI"); - return bitmap; - } - - let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); - match bitmap_info { - Ok(mut info) => { - ahe_luv_rgba( - &mut info.data, - info.stride, - info.width, - info.height, - 1f32, - ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), - ); - - let new_bitmap_r = android_bitmap::create_bitmap( - &mut env, - &info.data, - info.stride, - info.width, - info.height, - ); - - return match new_bitmap_r { - Ok(new_bitmap) => new_bitmap.as_raw(), - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - }; - } - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - } - } - - #[no_mangle] - pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_claheLABImpl( - mut env: JNIEnv, - _: jobject, - bitmap: jobject, - threshold: jfloat, - grid_size_w: jint, - grid_size_h: jint, - ) -> jobject { - if grid_size_w <= 0 || grid_size_h <= 0 { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, "Grid Size zeros or negative is not supported") - .expect("Failed to access JNI"); - return bitmap; - } - - let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); - match bitmap_info { - Ok(mut info) => { - clahe_lab_rgba( - &mut info.data, - info.stride, - info.width, - info.height, - threshold, - ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), - ); - - let new_bitmap_r = android_bitmap::create_bitmap( - &mut env, - &info.data, - info.stride, - info.width, - info.height, - ); - - return match new_bitmap_r { - Ok(new_bitmap) => new_bitmap.as_raw(), - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - }; - } - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - } - } - - #[no_mangle] - pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_EffectsPipelineImpl_equalizeHistAdaptiveLABImpl( - mut env: JNIEnv, - _: jobject, - bitmap: jobject, - grid_size_w: jint, - grid_size_h: jint, - ) -> jobject { - if grid_size_w <= 0 || grid_size_h <= 0 { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, "Grid Size zeros or negative is not supported") - .expect("Failed to access JNI"); - return bitmap; - } - - let bitmap_info = android_bitmap::get_bitmap_rgba8888(&mut env, bitmap); - match bitmap_info { - Ok(mut info) => { - ahe_lab_rgba( - &mut info.data, - info.stride, - info.width, - info.height, - 1f32, - ClaheGridSize::new(grid_size_w as u32, grid_size_h as u32), - ); - - let new_bitmap_r = android_bitmap::create_bitmap( - &mut env, - &info.data, - info.stride, - info.width, - info.height, - ); - - return match new_bitmap_r { - Ok(new_bitmap) => new_bitmap.as_raw(), - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - }; - } - Err(error_message) => { - let clazz = env - .find_class("java/lang/Exception") - .expect("Found exception class"); - env.throw_new(clazz, error_message) - .expect("Failed to access JNI"); - bitmap - } - } - } #[no_mangle] pub unsafe extern "system" fn Java_com_awxkee_aire_pipeline_ScalePipelinesImpl_resizeImpl( @@ -564,13 +48,12 @@ pub mod android { } let bitmap_info = match android_bitmap::get_bitmap_rgba8888(&mut env, bitmap) { - Ok(bmp) => { bmp } + Ok(bmp) => bmp, Err(err) => { let clazz = env .find_class("java/lang/Exception") .expect("Found exception class"); - env.throw_new(clazz, err) - .expect("Failed to access JNI"); + env.throw_new(clazz, err).expect("Failed to access JNI"); return JObject::default().as_raw(); } }; @@ -593,7 +76,13 @@ pub mod android { }; scaler.set_threading_policy(ThreadingPolicy::Single); - let mut source_buffer = vec![0u8; bitmap_info.width as usize * 4usize * std::mem::size_of::() * bitmap_info.height as usize]; + let mut source_buffer = vec![ + 0u8; + bitmap_info.width as usize + * 4usize + * std::mem::size_of::() + * bitmap_info.height as usize + ]; copy_image::( &bitmap_info.data, @@ -604,7 +93,11 @@ pub mod android { bitmap_info.height, 4u32, ); - let source_store = ImageStore::::new(source_buffer, bitmap_info.width as usize, bitmap_info.height as usize); + let source_store = ImageStore::::new( + source_buffer, + bitmap_info.width as usize, + bitmap_info.height as usize, + ); let new_size = ImageSize::new(new_width as usize, new_height as usize); let new_image_store = scaler.resize_rgba(new_size, source_store, true); let bytes = new_image_store.as_bytes(); @@ -615,16 +108,14 @@ pub mod android { new_size.width as u32, new_size.height as u32, ) { - Ok(android_bitmap) => { android_bitmap.as_raw() } + Ok(android_bitmap) => android_bitmap.as_raw(), Err(error) => { let clazz = env .find_class("java/lang/Exception") .expect("Found exception class"); - env.throw_new(clazz, error) - .expect("Failed to access JNI"); + env.throw_new(clazz, error).expect("Failed to access JNI"); return JObject::default().as_raw(); } }; } } - diff --git a/aire/src/main/cpp/lib/arm64-v8a/libaire_filters.so b/aire/src/main/cpp/lib/arm64-v8a/libaire_filters.so index 266413639e5a84398a86dc6f688f02078ec95dfc..c557a58bf282bf9fb3a0a82181d00a0f9f7496ba 100755 GIT binary patch delta 797829 zcmce<4_st*z5o9?Fbszk*I5?bahF|Z6?Ifx#}#!{R8&+{QmnPOMam`?8oH#ck)ksy z8Yx++#A(cR8)BP_xzmmIWY5S=W)N^`?$aF 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