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cs.CV2025
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements
Haiyang Xie, Xi Shen, Shihua Huang +2
Most visual models are designed for sRGB images, yet RAW data offers significant advantages for object detection by preserving sensor information before ISP processing. This enable…
cs.CV2022★ 1 cited
A Survey of Dataset Refinement for Problems in Computer Vision Datasets
Zhijing Wan, Zhixiang Wang, CheukTing Chung +1
Large-scale datasets have played a crucial role in the advancement of computer vision. However, they often suffer from problems such as class imbalance, noisy labels, dataset bias,…