Search Results - "Xie, Kezhen"

Graph convolutional networks with attention for multi-label weather recognition by Xie, Kezhen, Wei, Zhiqiang, Huang, Lei, Qin, Qibing, Zhang, Wenfeng

“…Weather recognition is a significant technique for many potential computer vision applications in our daily lives. Generally, most existing works treat weather…”
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Unsupervised Deep Multi-Similarity Hashing With Semantic Structure for Image Retrieval by Qin, Qibing, Huang, Lei, Wei, Zhiqiang, Xie, Kezhen, Zhang, Wenfeng

“…With the advance of Convolutional Neural Network, deep hashing methods have shown the great promising performance in large-scale image retrieval. Without…”
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Deep Neighborhood Structure-Preserving Hashing for Large-Scale Image Retrieval by Qin, Qibing, Xie, Kezhen, Zhang, Wenfeng, Wang, Chengduan, Huang, Lei

“…Deep hashing integrates the advantages of deep learning and hashing technology, and has become the mainstream of the large-scale image retrieval field…”
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A CNN-based multi-task framework for weather recognition with multi-scale weather cues by Xie, Kezhen, Huang, Lei, Zhang, Wenfeng, Qin, Qibing, Lyu, Lei

“…Automatic image-based weather recognition has a great significance in the practical use of computer visual applications. The weather recognition approaches via…”
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Visual-Textual Cross-Modal Interaction Network for Radiology Report Generation by Zhang, Wenfeng, Cai, Baoning, Hu, Jianming, Qin, Qibing, Xie, Kezhen

“…The radiology report generation task generates diagnostic descriptions from radiology images, aiming to alleviate the onerous task for radiologists and…”
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Adaptive Attention-Aware Network for unsupervised person re-identification by Zhang, Wenfeng, Wei, Zhiqiang, Huang, Lei, Xie, Kezhen, Qin, Qibing

“…Person re-identification (Re-ID) has attracted more attention in computer vision tasks recently and achieved high accuracy in some public available datasets in…”
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Deep Adaptive Quadruplet Hashing with Probability Sampling for Large-Scale Image Retrieval by Qin, Qibing, Huang, Lei, Xie, Kezhen, Wei, Zhiqiang, Wang, Chengduan, Zhang, Wenfeng

“…With the preferable efficiency in storage and computation, hashing has shown potential application in large-scale multimedia retrieval. Compared with…”
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Deep Multi-Similarity Hashing with semantic-aware preservation for multi-label image retrieval by Qin, Qibing, Xian, Lintao, Xie, Kezhen, Zhang, Wenfeng, Liu, Yu, Dai, Jiangyan, Wang, Chengduan

“…Recently, many deep supervised hashing has been developed for multi-label image retrieval applications and has already achieved good effects. However, current…”
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Deep top similarity hashing with class-wise loss for multi-label image retrieval by Qin, Qibing, Wei, Zhiqiang, Huang, Lei, Xie, Kezhen, Zhang, Wenfeng

“…One of the major challenges of learning to hash in large-scale image retrieval is the projective transformation from raw image to binary space with preserving…”
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WCATN: Unsupervised deep learning to classify weather conditions from outdoor images by Xie, Kezhen, Huang, Lei, Wei, Zhiqiang, Zhang, Wenfeng, Qin, Qibing

“…Weather classification from single images is significant for many outdoor computer vision applications, while it has not been thoroughly studied. Existing…”
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Unsupervised Deep Quadruplet Hashing with Isometric Quantization for image retrieval by Qin, Qibing, Huang, Lei, Wei, Zhiqiang, Nie, Jie, Xie, Kezhen, Hou, Jinkui

“…Numerous studies have shown deep hashing can facilitate large-scale image retrieval since it employs neural networks to learn feature representations and…”
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