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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：299/0  |  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  
MFR-CNN: Incorporating Multi-Scale Features and Global Information for Traffic Object Detection 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 卷号: 67, 期号: 9, 页码: 8019-8030
作者:  Zhang, Hui;  Wang, Kunfeng;  Tian, Yonglin;  Gou, Chao;  Wang, Fei-Yue
Adobe PDF(4636Kb)  |  收藏  |  浏览/下载：334/66  |  提交时间：2019/12/16
Traffic Object Detection  Convolutional Neural Network  Multi-scale Features  Global Information  
Deep-Structured Event Modeling for User-Generated Photos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2100-2113
作者:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
收藏  |  浏览/下载：337/0  |  提交时间：2019/12/16
Event analysis  unusual event detection  deep learning  
Real-time segmentation of various insulators using generative adversarial networks 期刊论文
IET COMPUTER VISION, 2018, 卷号: 12, 期号: 5, 页码: 596-602
作者:  Chang, Wenkai;  Yang, Guodong;  Yu, Junzhi;  Liang, Zize
Adobe PDF(4584Kb)  |  收藏  |  浏览/下载：516/80  |  提交时间：2019/12/16
image segmentation  insulators  neural nets  power engineering computing  real-time pixel-level segmentation  generative adversarial networks  insulator segmentation algorithm  cluttered background  artificial thresholds  compact end-to-end neural network  visual saliency map  proposed two-stage training  segmentation quality  
Toward a Cluttered Environment for Learning-Based Multi-Scale Overhead Ground Wire Recognition 期刊论文
NEURAL PROCESSING LETTERS, 2018, 卷号: 48, 期号: 3, 页码: 1789-1800
作者:  Chang, Wenkai;  Yang, Guodong;  Li, En;  Liang, Zize
Adobe PDF(1641Kb)  |  收藏  |  浏览/下载：360/81  |  提交时间：2019/07/12
Power line recognition  Conditional generative adversarial nets  Power line inspection  Hybrid robot  
Automatic Building Rooftop Extraction From Aerial Images via Hierarchical RGB-D Priors 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 12, 页码: 7369-7387
作者:  Xu, Shibiao;  Pan, Xingjia;  Li, Er;  Wu, Baoyuan;  Bu, Shuhui;  Dong, Weiming;  Xiang, Shiming;  Zhang, Xiaopeng
浏览  |  Adobe PDF(30927Kb)  |  收藏  |  浏览/下载：461/40  |  提交时间：2019/07/12
High-order conditional random field (CRF)  multilevel segmentation  RGB-D priors  rooftop extraction  
无权访问的条目 期刊论文
作者:  Zhou XH(周小虎);  Bian GB(边桂彬);  Xie XL(谢晓亮);  Hou ZG(侯增广)
Adobe PDF(2685Kb)  |  收藏  |  浏览/下载：60/15  |  提交时间：2019/06/28
Surface defect saliency of magnetic tile 期刊论文
The visual computer, 2018, 卷号: 34, 期号: 8, 页码: 1-12
作者:  Yibin Huang;  Congying qiu;  Kui yuan
浏览  |  Adobe PDF(2001Kb)  |  收藏  |  浏览/下载：541/217  |  提交时间：2019/04/22
Saliency  Surface Defect  Inspection  
Accurate blind deblurring using salientpatch-based prior for large-size images 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 卷号: 77, 期号: 21, 页码: 28077-28100
作者:  Ma, Chengcheng;  Zhang, Jiguang;  Xu, Shibiao;  Meng, Weiliang;  Xi, Runping;  Kumar, G. Hemantha;  Zhang, Xiaopeng
浏览  |  Adobe PDF(4678Kb)  |  收藏  |  浏览/下载：377/66  |  提交时间：2019/01/08
Deblurring  SalientPatch  Kernel estimation  Segmentation  Large-size  
Semantic labeling in very high resolution images via a self-cascaded convolutional neural network 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2018, 卷号: 145, 期号: 1, 页码: 78-95
作者:  Liu, Yongcheng;  Fan, Bin;  Wang, Lingfeng;  Bai, Jun;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(1679Kb)  |  收藏  |  浏览/下载：531/111  |  提交时间：2019/01/08
Semantic labeling  Convolutional neural networks (CNNs)  Multi-scale contexts  End-to-end