From a26660d9258fffd32dae532dd05adfbc54b3f4b8 Mon Sep 17 00:00:00 2001 From: Joey Teng Date: Sat, 15 Jul 2023 10:08:31 +0100 Subject: [PATCH] Fix Overflow Issue in CHS Modified (used in AAET) (#1) * fix(chs): mod-chs: fix bug due to datatype overflow * docs(report image): re-generate report image * ci(pyproject): bump to v0.0.3 --- docs/assets/report.png | Bin 1813927 -> 2091906 bytes pyproject.toml | 2 +- src/awblib/chs.py | 18 ++++++++++++------ 3 files changed, 13 insertions(+), 7 deletions(-) diff --git a/docs/assets/report.png b/docs/assets/report.png index 65e585b1c828ea2ed1a53424bf109e85d932d8f9..6c86a957d310454c23f56f4361947f28227a3260 100644 GIT binary patch delta 1145546 zcmc$`cT`jB*Dea8fYMZY7u_4T(t8goV%dV&=tz+!H3CY9g;J%;b_+<0h=9_I^bSIR zP(?xs1VRhaLT>?b-(~r}-#Pc(KkgXk+?z4N08Libdfz#p`8>~@D_J<_7lTkh5OvUz zAex|~LC1n zFJGlj`_DuCIuG#qzaRgX=FSts!rFM+e0rc{B{u`;V6#XMHDhYDr(%5ds@@+5 zeqs(hzXICN^Ls}8(Bt$dy-i7YEj$l*iNjBtne;a$^^AYMo)&)niQlj1l6rLXb+XHQw317pb0P1a}2QGVoc`Xq_Z 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original_chs( ) assert isinstance(high, Integer[Array, "3"]) + _max: Integer[Array, "3"] = RGB_range[:, 1].astype(int) + _min: Integer[Array, "3"] = RGB_range[:, 0].astype(int) + assert isinstance(_max, Integer[Array, "3"]) + assert isinstance(_min, Integer[Array, "3"]) + # STAGE: Histogram Stretching result: RGBImage - result = ((image - low) * (RGB_range[:, 1]) / (high - low) + - RGB_range[:, 0]).astype(int) + result = ((image - low) * _max / (high - low) + _min).astype(int) + result = jnp.clip(result, a_min=0, a_max=max_value - 1).astype(int) assert isinstance(result, RGBImage) return result @@ -156,14 +161,15 @@ def modified_chs( ) assert isinstance(high, Integer[Array, "3"]) - a_max: Integer[Array, ""] = high.max() # A_max - a_min: Integer[Array, ""] = low.min() # A_min + a_max: Integer[Array, ""] = high.max().astype(int) # A_max + a_min: Integer[Array, ""] = low.min().astype(int) # A_min assert isinstance(a_max, Integer[Array, ""]) assert isinstance(a_min, Integer[Array, ""]) # STAGE: Histogram Stretching result: RGBImage - result = ((image - low) * (a_max) / (high - low) + a_min).astype(int) + result = ((image - low) * a_max / (high - low) + a_min).astype(int) + result = jnp.clip(result, a_min=0, a_max=max_value - 1).astype(int) assert isinstance(result, RGBImage) return result @@ -184,7 +190,7 @@ def balance( result: RGBImage if modified: - result = modified_chs(image) + result = modified_chs(image, bit_depth=bit_depth) else: result = original_chs(image, bit_depth=bit_depth, RGB_range=RGB_range) assert isinstance(result, RGBImage)