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Deep residual contextual and subpixel convolution network for automated neuronal structure segmentation in micro-connectomics 期刊论文
Computer Methods and Programs in Biomedicine, 2022, 卷号: 219, 页码: 106759
作者:  Xiao, Chi;  Hong, Bei;  Liu, Jing;  Tang, Yuanyan;  Xie, Qiwei;  Han, Hua
Adobe PDF(2731Kb)  |  收藏  |  浏览/下载:203/51  |  提交时间:2023/01/12
Deep learning  Neuronal structure segmentation  Subpixel convolution  Electron microscopy  Micro-Connectomics  
Contextual deconvolution network for semantic segmentation 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 101, 页码: 11
作者:  Fu, Jun;  Liu, Jing;  Li, Yong;  Bao, Yongjun;  Yan, Weipeng;  Fang, Zhiwei;  Lu, Hanqing
Adobe PDF(3400Kb)  |  收藏  |  浏览/下载:389/92  |  提交时间:2020/06/02
Semantic segmentation  Deconvolution network  Channel contextual module  Spatial contextual module  
Collaborative Deconvolutional Neural Networks for Joint Depth Estimation and Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 11, 页码: 5655-5666
作者:  Liu, Jing;  Wang, Yuhang;  Li, Yong;  Fu, Jun;  Li, Jiangyun;  Lu, Hanqing
收藏  |  浏览/下载:261/0  |  提交时间:2019/12/16
Deconvolutional neural network (DCNN)  depth estimation  fully connected conditional random field (CRF)  pointwise bilinear layer  semantic segmentation  soft mapping strategy  
Hierarchically Supervised Deconvolutional Network for Semantic Video Segmentation 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 64, 期号: 1, 页码: 437-445
作者:  Wang, Yuhang;  Liu, Jing;  Li, Yong;  Fu, Jun;  Xu, Min;  Lu, Hanqing;  Jing Liu
浏览  |  Adobe PDF(1470Kb)  |  收藏  |  浏览/下载:595/253  |  提交时间:2017/02/20
Semantic Video Segmentation  Deconvolutional Neural Network  Coarse-to-fine Training  Spatio-temporal Consistence  
Densely Connected Deconvolutional Network For Semantic Segmentation 会议论文
, Beijing,China, 2017.9.17-9.20
作者:  Fu, Jun;  Liu, Jing;  Wang, Yuhang;  Lu, Hanqing
浏览  |  Adobe PDF(724Kb)  |  收藏  |  浏览/下载:331/116  |  提交时间:2018/01/07
Objectness-aware Semantic Segmentation 会议论文
Proceedings of the 2016 ACM on Multimedia Conference, Amsterdam, Netherlands, October 15 – 19 , 2016
作者:  Yuhang Wang;  Jing Liu;  Yong Li;  Junjie Yan;  Hanqing Lu
浏览  |  Adobe PDF(1069Kb)  |  收藏  |  浏览/下载:388/154  |  提交时间:2017/02/20
Deconvolutional Neural Network  Semantic Segmentation  
Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 5777-5788
作者:  Zhang, Chunjie;  Cheng, Jian;  Liu, Jing;  Pang, Junbiao;  Huang, Qingming;  Tian, Qi
浏览  |  Adobe PDF(2652Kb)  |  收藏  |  浏览/下载:307/58  |  提交时间:2016/06/14
Codebook Transfer  Image Representation  Classification  Reconstruction  Sparse Constraint  
Detection guided deconvolutional network for hierarchical feature learning 期刊论文
Pattern Recognition, 2015, 卷号: 48, 期号: 8, 页码: 2645-2655
作者:  Liu, Jing;  Liu, Bingyuan;  Lu, Hanqing
浏览  |  Adobe PDF(2401Kb)  |  收藏  |  浏览/下载:265/67  |  提交时间:2016/03/30
Learning representative and discriminative image representation by deep appearance and spatial coding 期刊论文
Computer Vision and Image Understanding, 2015, 卷号: 136, 期号: 1, 页码: 23-31
作者:  Bingyuan Liu;  Jing Liu;  Hanqing Lu
Adobe PDF(1491Kb)  |  收藏  |  浏览/下载:261/110  |  提交时间:2017/02/20
Image Classification  Deep Learning  Structured Sparsity