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Multi-Frame Feature Aggregation for Real-Time Instrument Segmentation in Endoscopic Video 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 4, 页码: 6773-6780
作者:  Lin, Shan;  Qin, Fangbo;  Peng, Haonan;  Bly, Randall A.;  Moe, Kris S.;  Hannaford, Blake
收藏  |  浏览/下载：174/0  |  提交时间：2021/11/02
Computer vision for medical robotics  deep learning for visual perception  object detection  segmentation and categorization  
Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour Supervision 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2020, 卷号: 5, 期号: 4, 页码: 6639-6646
作者:  Qin, Fangbo;  Lin, Shan;  Li, Yangming;  Bly, Randall A.;  Moe, Kris S.;  Hannaford, Blake
收藏  |  浏览/下载：182/0  |  提交时间：2020/12/04
Computer vision for medical robotics  medical robots and systems  deep learning for visual perception  object detection  segmentation and categorization  
Few-Shot Visual Classification Using Image Pairs With Binary Transformation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 9, 页码: 2867-2871
作者:  Zhang, Chunjie;  Li, Chenghua;  Cheng, Jian
收藏  |  浏览/下载：188/0  |  提交时间：2021/01/07
Training  Visualization  Testing  Correlation  Image representation  Automation  Convolutional neural networks  Few-shot classification  visual classification  image pair  binary transformation  object categorization  
Multiview Semantic Representation for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2038-2049
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：214/0  |  提交时间：2020/06/22
Image classification  multiview  object categorization  semantic representation  visual recognition  
Multiview, Few-Labeled Object Categorization by Predicting Labels With View Consistency 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 11, 页码: 3834-3843
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：255/0  |  提交时间：2019/12/16
Few-labeled images  multiview classification  object categorization  view consistency  
Semantically Modeling of Object and Context for Categorization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1013-1024
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：283/0  |  提交时间：2019/12/16
Context modeling  object categorization  object modeling  semantic representation  
Image-Specific Classification With Local and Global Discriminations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4479-4486
作者:  Zhang, Chunjie;  Cheng, Jian;  Li, Changsheng;  Tian, Qi
浏览  |  Adobe PDF(571Kb)  |  收藏  |  浏览/下载：660/280  |  提交时间：2017/09/14
Global information  image-specific classification  local information  object categorization  
Object Categorization Using Class-Specific Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4528-4534
作者:  Zhang, Chunjie;  Cheng, Jian;  Li, Liang;  Li, Changsheng;  Tian, Qi
浏览  |  Adobe PDF(1061Kb)  |  收藏  |  浏览/下载：7143/355  |  提交时间：2017/09/24
Class-specific Representation  Image Classification  Object Categorization  Visual Representation  
Image-level classification by hierarchical structure learning with visual and semantic similarities 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 422, 期号: 422, 页码: 271-281
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
浏览  |  Adobe PDF(3107Kb)  |  收藏  |  浏览/下载：706/317  |  提交时间：2017/09/14
Image Classification  Hierarchical Structure Learning  Image-level Modeling  Object Categorization  
Object categorization in sub-semantic space 期刊论文
NEUROCOMPUTING, 2014, 期号: 142, 页码: 248-255
作者:  Zhang, Chunjie;  Cheng, Jian;  Liu, Jing;  Pang, Junbiao;  Liang, Chao;  Huang, Qingming;  Tian, Qi
浏览  |  Adobe PDF(1915Kb)  |  收藏  |  浏览/下载：409/93  |  提交时间：2015/08/12
Object Categorization  Sub-semantic Space  Structure Regularized Svm  Sparse Coding