52 citations · 104 across the 8 of their papers we have counts for
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eess.IV2019
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images
Yi Zhou, Boyang Wang, Xiaodong He +2
Diabetic retinopathy (DR) is a complication of diabetes that severely affects eyes. It can be graded into five levels of severity according to international protocol. However, opti…
cs.CV2019★ 12 cited
Iterative Normalization: Beyond Standardization towards Efficient Whitening
Lei Huang, Yi Zhou, Fan Zhu +2
Batch Normalization (BN) is ubiquitously employed for accelerating neural network training and improving the generalization capability by performing standardization within mini-bat…
cs.CV2019
Hybrid coarse-fine classification for head pose estimation
Haofan Wang, Zhenghua Chen, Yi Zhou
Head pose estimation, which computes the intrinsic Euler angles (yaw, pitch, roll) from the human, is crucial for gaze estimation, face alignment, and 3D reconstruction. Traditiona…