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Mining Objects: Fully Unsupervised Object Discovery and Localization From a Single Image
The goal of our work is to discover dominant objects without using any a...
02/26/2019 ∙ by Runsheng Zhang, et al. ∙
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Classification-driven Single Image Dehazing
Most existing dehazing algorithms often use hand-crafted features or Con...
11/21/2019 ∙ by Yanting Pei, et al. ∙
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Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification
This paper considers the task of thorax disease classification on chest ...
01/30/2018 ∙ by Qingji Guan, et al. ∙
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Does Haze Removal Help CNN-based Image Classification?
Hazy images are common in real scenarios and many dehazing methods have ...
10/12/2018 ∙ by Yanting Pei, et al. ∙
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Effects of Image Degradations to CNN-based Image Classification
Just like many other topics in computer vision, image classification has...
10/12/2018 ∙ by Yanting Pei, et al. ∙
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Unsupervised Part Mining for Fine-grained Image Classification
Fine-grained image classification remains challenging due to the large i...
02/26/2019 ∙ by Jian Zhang, et al. ∙
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