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cs.CV2022★ 2 cited
SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement
Canqian Yang, Meiguang Jin, Yi Xu +3
Image-adaptive lookup tables (LUTs) have achieved great success in real-time image enhancement tasks due to their high efficiency for modeling color transforms. However, they embed…
cs.CV2022
Solving The Long-Tailed Problem via Intra- and Inter-Category Balance
Renhui Zhang, Tiancheng Lin, Rui Zhang +1
Benchmark datasets for visual recognition assume that data is uniformly distributed, while real-world datasets obey long-tailed distribution. Current approaches handle the long-tai…
eess.IV2022
Self Supervised Lesion Recognition For Breast Ultrasound Diagnosis
Yuanfan Guo, Canqian Yang, Tiancheng Lin +3
Previous deep learning based Computer Aided Diagnosis (CAD) system treats multiple views of the same lesion as independent images. Since an ultrasound image only describes a partia…