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Knowledge Commons of Institute of Automation,CAS
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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
Authors:
Qin, Fangbo
;
Lin, Shan
;
Li, Yangming
;
Bly, Randall A.
;
Moe, Kris S.
;
Hannaford, Blake
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View/Download:28/0
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Submit date: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
Authors:
Zhang, Chunjie
;
Li, Chenghua
;
Cheng, Jian
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View/Download:4/0
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Submit date: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
Authors:
Zhang, Chunjie
;
Cheng, Jian
;
Tian, Qi
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View/Download:15/0
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Submit date: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
Authors:
Zhang, Chunjie
;
Cheng, Jian
;
Tian, Qi
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  |  
View/Download:48/0
  |  
Submit date: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
Authors:
Zhang, Chunjie
;
Cheng, Jian
;
Tian, Qi
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View/Download:43/0
  |  
Submit date: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
Authors:
Zhang, Chunjie
;
Cheng, Jian
;
Li, Changsheng
;
Tian, Qi
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  |  
Adobe PDF(571Kb)
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View/Download:209/62
  |  
Submit date: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
Authors:
Zhang, Chunjie
;
Cheng, Jian
;
Li, Liang
;
Li, Changsheng
;
Tian, Qi
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Adobe PDF(1061Kb)
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View/Download:6364/131
  |  
Submit date: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
Authors:
Zhang, Chunjie
;
Cheng, Jian
;
Tian, Qi
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Adobe PDF(3107Kb)
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  |  
View/Download:299/128
  |  
Submit date: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
Authors:
Zhang, Chunjie
;
Cheng, Jian
;
Liu, Jing
;
Pang, Junbiao
;
Liang, Chao
;
Huang, Qingming
;
Tian, Qi
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  |  
Adobe PDF(1915Kb)
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View/Download:155/57
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Submit date:2015/08/12
Object Categorization
Sub-semantic Space
Structure Regularized Svm
Sparse Coding
Beyond visual word ambiguity: Weighted local feature encoding with governing region
期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2014, 卷号: 25, 期号: 6, 页码: 1387-1398
Authors:
Zhang, Chunjie
;
Xiao, Xian
;
Pang, Junbiao
;
Liang, Chao
;
Zhang, Yifan
;
Huang, Qingming
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  |  
Adobe PDF(2537Kb)
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View/Download:140/15
  |  
Submit date:2015/08/12
Visual Word Ambiguity
Governing Region
Weighted Encoding
Image Classification
Sparse
Bag-of-visual Words
Object Categorization
Locality Constraint