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Multi-view representation learning for multi-view action recognition
Journal of Visual Communication and Image Representation, 2017This approach directly exploits the relationships among different action categories from different views.We bridge the gap of the sparsity representation of different actions from the different views.This approach explores the task of cross-view recognition.
Tong Hao +3 more
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Multi-view L2-SVM and its multi-view core vector machine
Neural Networks, 2016In this paper, a novel L2-SVM based classifier Multi-view L2-SVM is proposed to address multi-view classification tasks. The proposed Multi-view L2-SVM classifier does not have any bias in its objective function and hence has the flexibility like μ-SVC in the sense that the number of the yielded support vectors can be controlled by a pre-specified ...
Chengquan Huang +2 more
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Multi-view Teacher–Student Network
Neural Networks, 2022Multi-view learning aims to fully exploit the view-consistency and view-discrepancy for performance improvement. Knowledge Distillation (KD), characterized by the so-called "Teacher-Student" (T-S) learning framework, can transfer information learned from one model to another.
Yingjie Tian, Shiding Sun, Jingjing Tang
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Fourth IEEE International Conference on Data Mining (ICDM'04), 2005
We consider clustering problems in which the available attributes can be split into two independent subsets, such that either subset suffices for learning. Example applications of this multi-view setting include clustering of Web pages which have an intrinsic view (the pages themselves) and an extrinsic view (e.g., anchor texts of inbound hyperlinks ...
S. Bickel, T. Scheffer
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We consider clustering problems in which the available attributes can be split into two independent subsets, such that either subset suffices for learning. Example applications of this multi-view setting include clustering of Web pages which have an intrinsic view (the pages themselves) and an extrinsic view (e.g., anchor texts of inbound hyperlinks ...
S. Bickel, T. Scheffer
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The proceedings of the 13th international ACM SIGACCESS conference on Computers and accessibility, 2011
We present a multiple-view platform for low vision students that utilizes students' personal smart phone cameras and tablets in the classroom. Low vision or deaf students can independently use the platform to obtain flexible, magnified views of lecture visuals, such as the presentation slides or whiteboard on their personal screen.
Raja S. Kushalnagar +2 more
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We present a multiple-view platform for low vision students that utilizes students' personal smart phone cameras and tablets in the classroom. Low vision or deaf students can independently use the platform to obtain flexible, magnified views of lecture visuals, such as the presentation slides or whiteboard on their personal screen.
Raja S. Kushalnagar +2 more
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Proceedings of the 2nd ACM International Symposium on Pervasive Displays, 2013
We present work at a previously unexplored intersection of two research areas: proxemic interaction and multi-view display technologies. Multi-view proxemic systems concurrently deliver distinct views from a single display to different viewers depending on a combination of their angle to the display and their distance from it.
Jakub Dostal +2 more
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We present work at a previously unexplored intersection of two research areas: proxemic interaction and multi-view display technologies. Multi-view proxemic systems concurrently deliver distinct views from a single display to different viewers depending on a combination of their angle to the display and their distance from it.
Jakub Dostal +2 more
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Journal of Visual Languages & Computing, 1998
The editing and analysis of large concept maps require techniques that focus simultaneously on different areas of the diagrams. These maps are often built as graph-based diagrams in which relations are one of the primary objects of study. Therefore, smooth transition between views focussing over different areas is needed.
LUIS CARRI Ç, NUNO GUIMAR Ã
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The editing and analysis of large concept maps require techniques that focus simultaneously on different areas of the diagrams. These maps are often built as graph-based diagrams in which relations are one of the primary objects of study. Therefore, smooth transition between views focussing over different areas is needed.
LUIS CARRI Ç, NUNO GUIMAR Ã
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Multi-view Infant Cry Classification
2023This paper addresses infant cry classification in multi-view settings, that is, settings where the typical low-level representations, commonly used for audio recognition tasks, are considered as different views of the target data. We show that through the use of multi-view methods, such as Structured Latent Multi-View Representation Learning, we are ...
Yadisbel Martinez-Cañete +2 more
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Fast Multi-view Disparity Estimation for Multi-view Video Systems
2006Disparity estimation can be used to eliminate redundancy among different views in multi-view video compression to obtain high compression efficiency. However, the problem of high computational complexity in disparity estimation, which limits real-time applications of multi-view systems, needs to be solved.
Gangyi Jiang +4 more
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Multi-view intact space clustering
Pattern Recognition, 2017Multi-view clustering is a hot research topic due to the urgent need for analyzing a vast amount of heterogeneous data. Although many multi-view clustering methods have been developed, they have not addressed the view-insufficiency issue. That is, most of the existing multi-view clustering methods assume that each individual view is sufficient for ...
Ling Huang +2 more
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