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Adaptive Attention Annotation Model: Optimizing the Prediction Path Through Dependency Fusion 期刊论文
KSII Transactions on Internet and Information Systems, 2019, 期号: 9, 页码: 4665-4683
Authors:  Wang Fangxin(王方心);  Liu Jie;  Zhang Shuwu;  Zhang Guixuan;  Zheng Yang;  Li Xiaoqian;  Liang Wei;  Li Yuejun
View  |  Adobe PDF(1061Kb)  |  Favorite  |  View/Download:16/2  |  Submit date:2019/10/08
Image Annotation  Multiple Dependencies  Self-attention  Prediction Path  Triplet Margin Loss  
Blind image quality assessment via learnable attention-based pooling 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:  Gu, Jie;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(3081Kb)  |  Favorite  |  View/Download:123/51  |  Submit date:2019/05/15
Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling  
Local Semantic-Aware Deep Hashing With Hamming-Isometric Quantization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 6, 页码: 2665-2679
Authors:  Wang, Yunbo;  Liang, Jian;  Cao, Dong;  Sun, Zhenan
View  |  Adobe PDF(1672Kb)  |  Favorite  |  View/Download:45/9  |  Submit date:2019/04/23
Image retrieval  deep hashing  similarity-preserving  local structures  Hamming-isometric  
基于量化学习的图像特征表示研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  胡庆浩
Adobe PDF(7513Kb)  |  Favorite  |  View/Download:35/0  |  Submit date:2019/06/18
量化学习  特征表示  哈希  深度网络量化  
图像美学质量评估的方法与应用 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  盛柯恺
Adobe PDF(18854Kb)  |  Favorite  |  View/Download:80/3  |  Submit date:2019/06/18
图像美学质量评估  注意力机制  自监督学习  正则化策略  排序学习  深度学习  
Deep Reinforcement Learning for Query-Conditioned Video Summarization 期刊论文
Applied Sciences - Basel, 2019, 卷号: 9, 期号: 4, 页码: 750-765
Authors:  Yujia Zhang;  Michael Kampffmeyer;  Xiaoguang Zhao;  Min Tan
View  |  Adobe PDF(3674Kb)  |  Favorite  |  View/Download:38/9  |  Submit date:2019/05/05
Query-conditioned Video Summarization  Deep Reinforcement Learning  Visual-text Embedding  Temporal Modeling  Vision Application  
Focal Boundary Guided Salient Object Detection 期刊论文
IEEE Transactions on Image Processing, 2019, 卷号: 6, 期号: 28, 页码: 2813-2824
Authors:  Wang, Yupei;  Zhao, Xin;  Hu, Xuecai;  Li, Yin;  Huang, Kaiqi
View  |  Adobe PDF(3275Kb)  |  Favorite  |  View/Download:77/34  |  Submit date:2019/04/19
Visual Saliency Detection, Salient Object Segmentation, Boundary Detection, Deep Learning  
Attention CoupleNet: Fully Convolutional Attention Coupling Network for Object Detection 期刊论文
IEEE Transactions on Image Processing, 2019, 卷号: 28, 期号: 1, 页码: 113 - 126
Authors:  Zhu Yousong;  Zhao Chaoyang;  Guo Haiyun;  Wang Jinqiao;  Zhao Xu;  Lu Hanqing
View  |  Adobe PDF(2526Kb)  |  Favorite  |  View/Download:106/49  |  Submit date:2019/05/04
Object Detection  Cascade Attention  Global Structure  Local Parts  
A Performance Evaluation of Local Features for Image Based 3D Reconstruction 期刊论文
IEEE Transactions on Image Processing, 2019, 卷号: 28, 期号: 10, 页码: 4774-4789
Authors:  Fan, Bin;  Qingqun Kong;  Xinchao Wang;  Zhiheng Wang;  Shiming Xiang;  Chunhong Pan;  Pascal Fua
View  |  Adobe PDF(3986Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2019/09/24
Local Feautre, Image Matching, 3d Reconstruction, Sfm  
Efficient and robust large-scale structure-from-motion via track selection and camera prioritization 期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2019, 卷号: 156, 期号: October 2019, 页码: 202-214
Authors:  Hainan Cui;  Shuhan Shen;  Wei Gao;  Hongmin Liu;  Zhiheng Wang
View  |  Adobe PDF(7575Kb)  |  Favorite  |  View/Download:14/4  |  Submit date:2019/09/30
Image-based Modeling  Structure-from-motion  Track Selection  Rotation Averaging  Camera Prioritization