Ensemble Learning with LDA Topic Models for Visual Concept Detection

Multimedia - A Multidisciplinary Approach to Complex Issues ◽

10.5772/37716 ◽

2012 ◽

Author(s):

Sheng Tang ◽

Yan-Tao Zheng ◽

Gang Cao ◽

Yong-Dong Zhang ◽

Jin-Tao Li

Keyword(s):

Ensemble Learning ◽

Topic Models ◽

Visual Concept ◽

Concept Detection ◽

Visual Concept Detection

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Group Sparse Ensemble Learning for Visual Concept Detection

Lecture Notes in Computer Science - Advances in Multimedia Information Processing – PCM 2013 ◽

10.1007/978-3-319-03731-8_60 ◽

2013 ◽

pp. 649-657 ◽

Author(s):

Yongqing Sun ◽

Kyoko Sudo ◽

Yukinobu Taniguchi

Keyword(s):

Ensemble Learning ◽

Visual Concept ◽

Concept Detection ◽

Visual Concept Detection

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Visual concept detection of web images based on group sparse ensemble learning

Multimedia Tools and Applications ◽

10.1007/s11042-014-2179-8 ◽

2014 ◽

Vol 75 (3) ◽

pp. 1409-1425 ◽

Author(s):

Yongqing Sun ◽

Kyoko Sudo ◽

Yukinobu Taniguchi

Keyword(s):

Ensemble Learning ◽

Visual Concept ◽

Concept Detection ◽

Visual Concept Detection

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Automatic Annotation of Scientific Video Material based on Visual Concept Detection

Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies - i-Know '13 ◽

10.1145/2494188.2494213 ◽

2013 ◽

Author(s):

Christian Hentschel ◽

Ina Blümel ◽

Harald Sack

Keyword(s):

Automatic Annotation ◽

Visual Concept ◽

Concept Detection ◽

Visual Concept Detection ◽

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Advances in visual concept detection

Advances in Independent Component Analysis and Learning Machines ◽

10.1016/b978-0-12-802806-3.00012-9 ◽

2015 ◽

pp. 249-278 ◽

Author(s):

Ville Viitaniemi ◽

Mats Sjöberg ◽

Markus Koskela ◽

Satoru Ishikawa ◽

Jorma Laaksonen

Keyword(s):

Visual Concept ◽

Concept Detection ◽

Visual Concept Detection

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Local and Global Feature Fusion Based Visual Concept Detection in Images

2018 International Conference on Advanced Computation and Telecommunication (ICACAT) ◽

10.1109/icacat.2018.8933717 ◽

2018 ◽

Author(s):

Sanjay M. Patil ◽

Kishor K. Bhoyar

Keyword(s):

Feature Fusion ◽

Global Feature ◽

Visual Concept ◽

Concept Detection ◽

Visual Concept Detection

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Fast shared boosting: Application to large-scale visual concept detection

2010 International Workshop on Content Based Multimedia Indexing (CBMI) ◽

10.1109/cbmi.2010.5529912 ◽

2010 ◽

Author(s):

Herve Le Borgne ◽

Nicolas Honnorat

Keyword(s):

Large Scale ◽

Visual Concept ◽

Concept Detection ◽

Visual Concept Detection

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Large-scale visual concept detection with explicit kernel maps and power mean SVM

Proceedings of the 3rd ACM conference on International conference on multimedia retrieval - ICMR '13 ◽

10.1145/2461466.2461505 ◽

2013 ◽

Author(s):

Mats Sjöberg ◽

Markus Koskela ◽

Satoru Ishikawa ◽

Jorma Laaksonen

Keyword(s):

Large Scale ◽

Visual Concept ◽

Concept Detection ◽

Visual Concept Detection

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Diversity in Ensembles of Codebooks for Visual Concept Detection

Image Analysis and Processing – ICIAP 2013 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-41184-7_41 ◽

2013 ◽

pp. 399-408 ◽

Author(s):

Luca Piras ◽

Roberto Tronci ◽

Giorgio Giacinto

Keyword(s):

Visual Concept ◽

Concept Detection ◽

Visual Concept Detection

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Visual Concept Detection and Annotation via Multiple Kernel Learning of Multiple Models

Image Analysis and Processing – ICIAP 2013 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-41184-7_59 ◽

2013 ◽

pp. 581-590

Author(s):

Yu Zhang ◽

Stephane Bres ◽

Liming Chen

Keyword(s):

Multiple Kernel Learning ◽

Kernel Learning ◽

Multiple Models ◽

Visual Concept ◽

Concept Detection ◽

Multiple Kernel ◽

Visual Concept Detection

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THESEUS Meets ImageCLEF: Combining Evaluation Strategies for a New Visual Concept Detection Task 2009

Lecture Notes in Computer Science - Evaluating Systems for Multilingual and Multimodal Information Access ◽

10.1007/978-3-642-04447-2_82 ◽

2009 ◽

pp. 652-660 ◽

Author(s):

Stefanie Nowak ◽

Peter Dunker ◽

Ronny Paduschek

Keyword(s):

Detection Task ◽

Visual Concept ◽

Concept Detection ◽

Evaluation Strategies ◽

Visual Concept Detection

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