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MIR
2005
ACM
129views Multimedia» more  MIR 2005»
14 years 5 months ago
Multi-graph enabled active learning for multimodal web image retrieval
In this paper, we propose a multimodal Web image retrieval technique based on multi-graph enabled active learning. The main goal is to leverage the heterogeneous data on the Web t...
Xin-Jing Wang, Wei-Ying Ma, Lei Zhang, Xing Li
MIR
2005
ACM
115views Multimedia» more  MIR 2005»
14 years 5 months ago
Inferring similarity between music objects with application to playlist generation
The growing libraries of multimedia objects have increased the need for applications that facilitate search, browsing, discovery, recommendation and playlist construction. Many of...
Robert Ragno, Christopher J. C. Burges, Cormac Her...
MIR
2005
ACM
103views Multimedia» more  MIR 2005»
14 years 5 months ago
Localized content based image retrieval
Rouhollah Rahmani, Sally A. Goldman, Hui Zhang, Jo...
MIR
2005
ACM
181views Multimedia» more  MIR 2005»
14 years 5 months ago
Video booklet: a natural video searching and browsing interface
In this paper, we propose a novel system, named Video Booklet, which enables efficient and natural personal video browsing and searching. In the system, firstly representative th...
Cai-Zhi Zhu, Xian-Sheng Hua, Tao Mei, Xiuqing Wu
MIR
2005
ACM
129views Multimedia» more  MIR 2005»
14 years 5 months ago
Tracking concept drifting with an online-optimized incremental learning framework
Concept drifting is an important and challenging research issue in the field of machine learning. This paper mainly addresses the issue of semantic concept drifting in time series...
Jun Wu, Dayong Ding, Xian-Sheng Hua, Bo Zhang
MIR
2005
ACM
138views Multimedia» more  MIR 2005»
14 years 5 months ago
Evaluation strategies for image understanding and retrieval
We address evaluation of image understanding and retrieval large scale image data in the context of three evaluation projects. The first project is a comprehensive strategy for e...
Keiji Yanai, Nikhil V. Shirahatti, Prasad Gabbur, ...
MIR
2005
ACM
198views Multimedia» more  MIR 2005»
14 years 5 months ago
Semi-automatic video annotation based on active learning with multiple complementary predictors
In this paper, we will propose a novel semi-automatic annotation scheme for video semantic classification. It is well known that the large gap between high-level semantics and low...
Yan Song, Xian-Sheng Hua, Li-Rong Dai, Meng Wang