243 citations · 348 across the 13 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CV2018★ 1 cited
Does Haze Removal Help CNN-based Image Classification?
Yanting Pei, Yaping Huang, Qi Zou +2
Hazy images are common in real scenarios and many dehazing methods have been developed to automatically remove the haze from images. Typically, the goal of image dehazing is to pro…
cs.CV2018★ 17 cited
Effects of Image Degradations to CNN-based Image Classification
Yanting Pei, Yaping Huang, Qi Zou +3
Just like many other topics in computer vision, image classification has achieved significant progress recently by using deep-learning neural networks, especially the Convolutional…
cs.CV2018★ 243 cited
Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification
Qingji Guan, Yaping Huang, Zhun Zhong +3
This paper considers the task of thorax disease classification on chest X-ray images. Existing methods generally use the global image as input for network learning. Such a strategy…