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cs.CV2026
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection
Hanxi Li, Huiling Li
Existing object detection methods predominantly utilize sRGB inputs, which are compressed from RAW sensor data using Image Signal Processors (ISP) originally designed for visualiza…
cs.CV2026
UniISP: A Unified ISP Framework for Both Human and Machine Vision
Hanxi Li, Yao Cheng, Bo Zhang +1
Compared to RGB images, raw sensor data provides a richer representation of information, which is crucial for accurate recognition, particularly under challenging conditions such a…