AUTOMATIC VIDEO ANNOTATION THROUGH SEARCH AND MINING (2009)
Emily Moxley, Tao Mei, Xian-sheng Hua, Wei-ying Ma, B. S. Manjunath
Conventional approaches to video annotation predominantly focus on supervised identification of a limited set of concepts, while unsupervised annotation with infinite vocabulary remains unexplored....
VideoReach: An Online Video Recommendation System (2009)
Tao Mei, Bo Yang, Xian-sheng Hua, Linjun Yang, Shi-qiang Yang, Shipeng Li
This paper presents a novel online video recommendation system called VideoReach, which alleviates users ’ efforts on finding the most relevant videos according to current viewings without a...
Pseudo-Localization of Singular Integrals and Noncommutative Littlewood-Paley Inequalities (2009)
We prove weak type inequalities for a large class of noncommutative square functions. In conjunction with BMO type estimates, interpolation and duality, we obtain the corresponding equivalences in...
EFFICIENT VIDEO MOSAICING BASED ON MOTION ANALYSIS (2008)
Tao Mei, Xian-sheng Hua, He-qin Zhou, Shipeng Li, Hong-jiang Zhang
Presenting more comprehensive information than key frame and any subset of frames, mosaic has attracted a growing attention in recent years as a useful element for a variety of vision tasks. In this...
Gen Yang, Tao Mei, Hang Yuan, Weiming Zhang, Lianyun Chen, Jianming Xue, ...
Yang, G., Mei, T., Yuan, H., Zhang, W., Chen, L., Xue, J., Wu, L. and Wang, Y. Bystander/Abscopal Effects Induced in Intact Arabidopsis Seeds by Low-Energy Heavy-Ion Radiation. Radiat. Res. 170,...
HIGH-LEVEL FEATURE EXTRACTION AND RUSHES EXPLOITATION (2008)
Xian-sheng Hua, Tao Mei, Wei Lai, Meng Wang, Jinhui Tang, Guo-jun Qi, ...
In this paper, we describe the MSRA experiments for TRECVID 2006, including details of the approaches and performance analyses for high-level feature extraction task and rushes exploitation task. For...
Pseudo-localization of singular integrals and noncommutative Littlewood-Paley inequalities (2008)
We prove weak type inequalities for a large class of noncommutative square functions. In conjunction with BMO type estimates, interpolation and duality, we will obtain the corresponding equivalences...
MSRA-USTC-SJTU AT TRECVID 2007: HIGH-LEVEL FEATURE EXTRACTION AND SEARCH (2008)
Tao Mei, Xian-sheng Hua, Wei Lai, Linjun Yang, Zheng-jun Zha, Yuan Liu, ...
This paper describes the MSRA-USTC-SJTU experiments for TRECVID 2007. We performed the experiments in high-level feature extraction and automatic search tasks. For high-level feature extraction, we...
Online Video Recommendation Based on Multimodal Fusion and Relevance Feedback ∗ (2008)
Bo Yang, Tao Mei, Xian-sheng Hua, Linjun Yang, Shi-qiang Yang, Mingjing Li
With Internet delivery of video content surging to an unprecedented level, video recommendation has become a very popular online service. The capability of recommending relevant videos to targeted...
To Construct Optimal Training Set For Video Annotation ABSTRACT (2008)
Jinhui Tang, Yan Song, Xian-sheng Hua, Tao Mei, Xiuqing Wu
This paper exploits the criteria to optimize the training set construction for video annotation. Most existing learningbased semantic annotation approaches require a large training set to achieve...
Free-Shaped Video Collage ⋆ (2008)
Bo Yang, Tao Mei, Li-feng Sun, Shi-qiang Yang, Xian-sheng Hua
tsinghua.edu.cn Abstract. With the explosive growth of multimedia data, video presentation has become an important technology for fast browsing of video content. In this paper, we present a novel...
ABSTRACT Correlative Multi-Label Video Annotation (2008)
Guo-jun Qi, Jinhui Tang, Tao Mei
Automatically annotating concepts for video is a key to semantic-level video browsing, search and navigation. The research on this topic evolved through two paradigms. The first paradigm used binary...
AUTOMATIC VIDEO GENRE CATEGORIZATION USING HIERARCHICAL SVM (2008)
Xun Yuan, Wei Lai, Tao Mei, Xian-sheng Hua, Xiu-qing Wu, Shipeng Li
This paper presents an automatic video genre categorization scheme based on the hierarchical ontology on video genres. Ten computable spatio-temporal features are extracted to distinguish the...
MILC 2: A Multi-Layer Multi-Instance Learning Approach to Video Concept Detection ⋆ (2008)
Zhiwei Gu, Tao Mei, Jinhui Tang, Xiuqing Wu, Xian-sheng Hua
Abstract. Video is a kind of structured data with multi-layer (ML) information, e.g., a shot is consisted of three layers including shot, keyframe, and region. Moreover, multi-instance (MI) relation...
268 To Mine Capture Intention of Camcorder Users (2008)
Tao Mei, Xian-sheng Hua, He-qin Zhou, Shipeng Li
In this paper, we present a learning-based approach to mining the capture intention of camcorder users, aiming at providing a novel viewpoint in terms of home video content analysis. In contrast to...
Cai-zhi Zhu, Xian-sheng Hua, Tao Mei, Xiu-qing Wu
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 thumbnails of a...
ABSTRACT Structure-Sensitive Manifold Ranking for Video Concept Detection (2008)
Jinhui Tang, Xian-sheng Hua, Meng Wang, Tao Mei, Guo-jun Qi, Xiuqing Wu
Pairwise similarity of samples is an essential factor in graph propagation based semi-supervised learning methods. Usually it is estimated based on Euclidean distance. However, the structural...
ABSTRACT Correlative Multi-Label Video Annotation (2008)
Automatically annotating concepts for video is a key to semantic-level video browsing, search and navigation. The research on this topic evolved through two paradigms. The first paradigm used binary...
Xueliang Liu, Tao Mei, Xian-sheng Hua, Bo Yang, He-qin Zhou
In this work, we present Video Collage system, which automatically constructs a compact and visually appealing synthesized collage from a video sequence for efficient video browsing. Given a video,...
Wanming Chen, Tao Mei, Huawei Liang, Yumei Liu, Yangming Li, ...
A navigation method for a lunar rover based on large scale wireless sensornetworks is proposed. To obtain high navigation accuracy and large exploration area, highnode localization accuracy and large...
Optimizing Training Set Construction for Video Semantic Classification (2008)
Jinhui Tang, Xian-Sheng Hua, Yan Song, Tao Mei, Xiuqing Wu
We exploit the criteria to optimize training set construction for the large-scale video semantic classification. Due to the large gap between low-level features and higher-level semantics, as well as...
Tent Spaces Associated with Semigroups of Operators (2007)
We study tent spaces on general measure spaces $(\Omega, \mu)$. We assume that there exists a semigroup of positive operators on $L^p(\Omega, \mu)$ satisfying a monotone property but do not assume...
Optimizing Training Set Construction for Video Semantic Classification (2007)
Jinhui Tang, Xian-Sheng Hua, Yan Song, Tao Mei, Xiuqing Wu
We exploit the criteria to optimize training set construction for the large-scale video semantic classification. Due to the large gap between low-level features and higher-level semantics, as well as...
Modeling and mining of users’ capture intention for home videos (2007)
Tao Mei, Xian-sheng Hua, He-qin Zhou, Shipeng Li, Senior Member
Abstract — With rapid adoption of consumer digital video recorders and increase of home video data, content analysis has become an interesting and key research issue to provide personalized...
Concurrent multiple instance learning for image categorization (2007)
Guo-jun Qi, Xian-sheng Hua, Yong Rui, Tao Mei, Jinhui Tang, Hong-jiang Zhang
We propose a new multiple instance learning (MIL) algorithm to learn image categories. Unlike existing MIL algorithms, in which the individual instances in a bag are assumed to be independent with...
Tracking Users’ Capture Intention: A Novel Complementary View for Home Video Content Analysis (2005)
Tao Mei, Xian-sheng Hua, He-qin Zhou
In this paper, we present a novel view to home video content analysis, which aims at tracking the capture intention of camcorder users. Based on the study of intention mechanism in psychology, a set...
Spatio-Temporal Quality Assessment for Home Videos (2005)
Tao Mei, Cai-zhi Zhu, He-qin Zhou, Xian-sheng Hua
Compared with the video programs taken by professionals, home videos are always with low-quality content resulted from lack of professional capture skills. In this paper, we present a novel...
Cai-Zhi Zhu, Tao Mei, Xian-Sheng Hua
In this demonstration, we show a novel system, Video Booklet, which enables nature personal video browsing and searching.
Tracking Users' Capture Intention: A Novel Complementary View for Home Video Content Analysis (2005)
Tao Mei, Xian-Sheng Hua, He-qin Zhou
In this paper, we present a novel view to home video content analysis, which aims at tracking the capture intention of camcorder users. Based on the study of intention mechanism in psychology, a set...
Efficient Video Mosaicing Based On Motion Analysis (2005)
Tao Mei, Xian-sheng Hua, He-qin Zhou, Shipeng Li, Hong-jiang Zhang
Presenting more comprehensive information than key frame and any subset of frames, mosaic has attracted a growing attention in recent years as a useful element for a variety of vision tasks. In this...
Spatio-Temporal Quality Assessment for Home Videos (2005)
Tao Mei, Cai-zhi Zhu, He-qin Zhou, Xian-sheng Hua
Compared with the video programs taken by professionals, home videos are always with low-quality content resulted from lack of professional capture skills. In this paper, we present a novel...
Intention-Based Home Video Browsing (2005)
This demonstration presents an e#cient home video browsing system from a novel viewpoint -- capture intention. We extend our previous work to build up a comprehensive scheme to mine the capture...
Intention-Based Home Video Browsing (2005)
This demonstration presents an e#cient home video browsing system from a novel viewpoint -- capture intention. We extend our previous work to build up a comprehensive scheme to mine the capture...
Sports video mining with mosaic (2005)
Tao Mei, Yu-fei Ma, He-qin Zhou, Wei-ying Ma, Hong-jiang Zhang
Video is an information-intensive media with much redundancy. Therefore, it is desirable to be able to mine structure or semantics of video data for efficient browsing, summarization and highlight...