From 1f4e4afd2af1785f1019388571f68154be1c476a Mon Sep 17 00:00:00 2001
From: MSXYZ-GenAI <msahin@berksan.com>
Date: Sat, 18 Apr 2026 12:42:26 +0300
Subject: [PATCH] Temporal stability improvements + ghosting reduction

---
 VideoTAADLAA.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/VideoTAADLAA.py b/VideoTAADLAA.py
index 8fe0f59..d440f9e 100644
--- a/VideoTAADLAA.py
+++ b/VideoTAADLAA.py
@@ -66,10 +66,10 @@ class _TAAState:
             frame[:, 2:3] * 0.114
         )
         
-        # Highlight mask to prevent flickering in bright areas (Tuned: 0.75 threshold)
+        # Highlight mask to prevent flickering in bright areas
         highlight_mask = torch.sigmoid((luma - 0.75) * 15.0)
 
-        # 3x3 Neighborhood AABB Clipping (Negative pooling trick for max efficiency)
+        # 3x3 Neighborhood Clipping
         local_min = -F.max_pool2d(-frame, 3, 1, 1)
         local_max = F.max_pool2d(frame, 3, 1, 1)
         history_clamped = torch.minimum(torch.maximum(self.history, local_min), local_max)