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Local Regression and Global Information-Embedded Dimension Reduction 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4882-4893
作者:  Yao, Chao;  Han, Junwei;  Nie, Feiping;  Xiao, Fu;  Li, Xuelong
Adobe PDF(1855Kb)  |  收藏  |  浏览/下载：201/1  |  提交时间：2018/10/23
Dimension Reduction  Feature Extraction  Manifold Learning  Unsupervised Learning  
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 79, 页码: 65-78
作者:  Yan, Yijun;  Ren, Jinchang;  Sun, Genyun;  Zhao, Huimin;  Han, Junwei;  Li, Xuelong;  Marshall, Stephen;  Zhan, Jin;  Ren, Jinchang (jinchang.ren@strath.ac.uk)
Adobe PDF(3187Kb)  |  收藏  |  浏览/下载：311/1  |  提交时间：2018/04/19
Background Connectivity  Gestalt Laws Guided Optimization  Image Saliency Detection  Feature Fusion  Human Vision Perception  
Unsupervised Salient Object Detection via Inferring From Imperfect Saliency Models 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 5, 页码: 1101-1112
作者:  Quan, Rong;  Han, Junwei;  Zhang, Dingwen;  Nie, Feiping;  Qian, Xueming;  Li, Xuelong;  Han, JW (reprint author), Northwestern Polytech Univ, Sch Automat, Xian 710072, Shaanxi, Peoples R China.
Adobe PDF(1329Kb)  |  收藏  |  浏览/下载：256/0  |  提交时间：2018/05/14
Salient Object Detection  Weak Prediction  Fusion Strategy  Local Spatial Consistency Constraint  
Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 2, 页码: 392-404
作者:  Liu, Nian;  Han, Junwei;  Liu, Tianming;  Li, Xuelong
Adobe PDF(2296Kb)  |  收藏  |  浏览/下载：177/1  |  提交时间：2018/12/11
Contrast  Convolutional Neural Network (Cnn)  Eye Fixation Prediction  Rgb-d  Saliency Detection  
Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 11, 页码: 5331-5344
作者:  Han, Zhizhong;  Liu, Zhenbao;  Han, Junwei;  Vong, Chi-Man;  Bu, Shuhui;  Li, Xuelong;  Liu, Zhenbao (liuzhenbao@nwpu.edu.cn)
Adobe PDF(3347Kb)  |  收藏  |  浏览/下载：310/1  |  提交时间：2016/10/09
Circle Convolutional Restricted Boltzmann Machine  Deep Learning  Projection Distance Distribution  Geometry Processing  Fourier Transform Modulus  3d Shapes  
Detection of Co-salient Objects by Looking Deep and Wide 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2016, 卷号: 120, 期号: 2, 页码: 215-232
作者:  Zhang, Dingwen;  Han, Junwei;  Li, Chao;  Wang, Jingdong;  Li, Xuelong;  Han, JW
Adobe PDF(7504Kb)  |  收藏  |  浏览/下载：405/1  |  提交时间：2016/11/14
Co-saliency Detection  Domain Adaptive Convolutional Neural Network  Bayesian Framework  
Two-Stage Learning to Predict Human Eye Fixations via SDAEs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 2, 页码: 487-498
作者:  Han, Junwei;  Zhang, Dingwen;  Wen, Shifeng;  Guo, Lei;  Liu, Tianming;  Li, Xuelong;  Han, JW
Adobe PDF(1649Kb)  |  收藏  |  浏览/下载：240/2  |  提交时间：2016/03/18
Deep Networks  Eye Fixation Prediction  Saliency Detection  Stacked Denoising Autoencoders ( Sdaes)