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Mapping Query to Semantic Concepts: Leveraging Semantic Indices for Automatic and Interactive Video Retrieval

Mapping Query to Semantic Concepts: Leveraging Semantic Indi...

引用

International Conference on Semantic Computing

作者： Dong Wang Zhikun Wang Xirong Li Xiaobing Liu Jianmin Li Bo Zhang State Key Lab of Intelligent Technology and System Department of Computer Science and Technology Tsinghua University Beijing China

Quite recently, a few hundreds of semantic concepts are detected automatically with varied performance and subsequently, a new video retrieval paradigm of query-by-concept emerges. In this paper, we consider the problem of exploiting the potential of learned semantics concepts, together with the combination of traditional methods, for automatic and interactive retrieval. We argue that it is important, in both automatic and interactive retrieval scenarios, to find a few relevant concepts to search with, given a multimedia query. For automatic retrieval, we show that both text and image inputs are useful for solving this query-concept-mapping (QUCOM) problem. For interactive retrieval, searching with relevant concepts plus conventional feedback methods is quite effective and is robust to initial search results. Experimental evidence on the search task of TRECVID 2006 shows that by solving QUCOM with a large lexicon of 311 semantic concept detectors, the automatic retrieval performance increases 20% and the interactive retrieval performance has the potential to outperform the state-of-the-art systems.

关键词： Image retrieval Information retrieval Feedback Detectors Humans Layout Snow Videoconference intelligent systems Computer science

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Color image filtering based on impulsive noise detection

Color image filtering based on impulsive noise detection

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MIPPR 2007: Automatic Target Recognition and Image Analysis;and Multispectral Image Acquisition

作者： Li, Dehua Jin, Lianghai Yao, Xingzhong Xiong, Caiquan State Key Lab. for Image Processing and Intelligent Control Institute for Pattern Recognition and Artificial Intelligence Huazhong University of Science and Technology Wuhan 430074 China Second Artillery Command College Wuhan 430012 China School of Computer Science Hubei University of Technology Wuhan 430068 China

ISBN: (纸本)9780819469502

This paper introduces a new class of switching vector median filter. The proposed algorithm first uses four directional masks to analyze the color difference between the central pixel and its neighborhood pixels in the RGB color space and classify each color pixel into noisy pixel or noise-free one, and then employs the standard vector median filtering operations in the detected noisy locations to restore the corrupted pixels and leave the noise-free ones unchanged. The simulation results show that the proposed method excellently suppresses impulsive noise as well as preserving the image details well, and significantly outperforms the existing vector filtering solutions in terms of both the objective measures and the perceptual visual quality.

关键词： Color image processing

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Preparation of TiO films by cathode multi arc ion and its performance

Preparation of TiO films by cathode multi arc ion and its pe...

引用

International Nano-Optoelectronic Workshop, iNOW

作者： Duojin, Fan Duowang, Fan Chenglong, Wang Lingxiao, Ming Lin, Zhao Hongzhong, Liu Lanzhou Dachen Automatic Control System Co. Ltd. Lanzhou 730070 China MOE Key Lab. of Opto-electronic Technology and Intelligence Control Lanzhou Jiaotong University Lanzhou 730070 China State Key Laboratory for Manufacturing Systems Engineering Xi'an Jiaotong University Xi'an 710049 China

TiO films were prepared by custom-made Cathode Multi Arc Ion equipment. Experimental test results reveal that our equipment can easly deposite big area scale TIO, particle size is in nanometer scale. © 2007 IEEE.

ISBN: (纸本)1424415918

关键词： Particle size

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A long-distance control platform on environment urgency incident based on GSM\GPRS and 3S technology

A long-distance control platform on environment urgency inci...

引用

2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007

作者： Wenzheng, Li Su, Li Jianjun, Zhou Dafang, Zhuang Computer College Beijing Technology and Business University Beijing 100037 China College of Information and Electrical Engineering China Agricultural University Beijing 100083 China State Key Lab. of Resource and Environmental Information System Institute of Geographic Sciences and Natural Resources Research Chinese Academy of Sciences Beijing 100101 China

ISBN: (纸本)1424412129

Applying modern information management technology to traditional environment field is the sign of making environment protection work modern and the necessitous task that environment protection departments are confronting. Building long-distance control platform on environment urgency incident has become one of the important tasks of safeguarding sustainable environment development in our country in order to enhance reaction ability to environment urgency incident and increase management strength to environment pollution incident. This paper built long-distance control platform on environment urgency incident depending on modern and high science technology with state environmental protection administration of China's guidance. This platform regarded GIS as base support surroundings and synthetically applied GIS, GPS and RS technology, wireless communication and transmission technology, Internet technology and so on. There is a detailed introduction to platform framework, relative technology, work principle and process, data organization, software realization and application etc. in this paper. © 2007 IEEE.

关键词： Global system for mobile communications

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Synthesis and photocatalytic capability of Cr-TiO2 film

Synthesis and photocatalytic capability of Cr-TiO2 film

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International Nano-Optoelectronic Workshop, iNOW

作者： Xiaojuan, Lu Duowang, Fan Duojin, Fan Hongzhong, Liu School of Automation and Electric Engineering Lanzhou Jiaotong University Lanzhou 730070 China MOE Key Lab. of Opto-electronic Technology and Intelligence Controll Lanzhou Jiaotong University Lanzhou 730070 China Lanzhou Dachen Automatic Control System Co. Ltd. Lanzhou 730070 China State Key Laboratory for Manufacturing Systems Engineering Xi'an Jiaotong University Xi'an 710049 China

A TiO2 catalyst doped by Cr was prepared by the sol-gel method and characterized by UV-2550 and FS. The results revealed that the Cr 6+-doped TiO2 film had the higher photocatalytic activity than pure TiO2 film. ©... 详细信息

ISBN: (纸本)1424415918

关键词： Sol-gel process

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A facial expression model for human-like agent

A facial expression model for human-like agent

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2006 IEEE Conference on Robotics, Automation and Mechatronics

作者： Bin, Yang Peifa, Jia State Key Lab. of Intelligent Technology and System Department of Computer Science Tsinghua University Beijing China

ISBN: (纸本)1424400244

A major unsolved problem in human-like agent is the construction and application of realistic human facial expression models. Human-like agents should interact with human by recognizing human facial expression and synthesizing facial expressions to show their emotional states. However there is no a uniform model for both recognition and synthesis of facial expression. In this paper, we present a model for solving this challenging task. First, we setup a muscle-based facial model and use muscles' contraction as controlling factors because all the facial actions are driven by the muscles. An orthogonal facial expression space is constructed by regarding each controlling factor as a dimension. Then muscles' contractions are calculated from facial images to construct the facial vector. Thus the facial vector can be used on the facial expression synthesis system of human-like agent. In this paper, we also present a facial function to describe the dynamic procedure of facial expressions. Last, this paper points out the direction of future work. © 2006 IEEE.

关键词： Anthropomorphic robots

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A new way to enumerate cycles in graph

A new way to enumerate cycles in graph

引用

Advanced International Conference on Telecommunications andInternational Conference on Internet and Web Applications and Services, AICT/ICIW'06

作者： Liu, Hongbo Wang, Jiaxin State Key Lab. of Intelligent Technology and System Department of Computer Science and Technology Tsinghua University Beijing 100084 China

ISBN: (纸本)0769525229

In many cases, the topology of communcation systems can be abstracted and represented as graph. Graph theories and algorithms are useful in these situations. In this paper, we introduced an algorithm to enumerate all cycles in a graph. It can be applied on digraph or undirected graph. Multigraph can also be used on for this purpose. It can be used to enumerate given length cycles without enumerating all cycles. This algorithm is simple and easy to be implemented. © 2006 IEEE.

关键词： Graph theory

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An improved ant colony algorithm and its application in routing computation of satellite networks

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IMACS Multiconference on "Computational Engineering in systems Applications", CESA

作者： Fei, Long Fuchun, Sun Dept. of Computer Science and Technology State Key Lab. of Intelligent Technology and Systems Beijing 100084 China

ISBN: (纸本)7302139229

In the paper, the existing colony algorithm is improved for the routing computation of satellite networks with rapidly-changed network topology. A virtual topology strategy with new grouping is first proposed to deal with the problem of the rapidly-changed network topology, and then the improved ant colony algorithm is applied in routing optimization of satellite networks. Finally, the good performance of the improved algorithm is illustrated by simulations.

关键词： Network topology

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Investigative data mining: Identifying key nodes in terrorist networks

Investigative data mining: Identifying key nodes in terroris...

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10th IEEE International Multitopic Conference 2006, INMIC

作者： Shaikh, Muhammad Akram Jiaxin, Wang State Key Lab. of Intelligent Technology and Systems Department of Computer Science and Technology Tsinghua University Beijing China

ISBN: (纸本)142440794X

The concern about national security has increased significantly since the 9/11 attacks. However, information overload and lack of advanced, automated techniques hinders the effective analysis of criminal and terrorist activities. Data mining applied in the context of law enforcement and intelligence analysis, called Investigative Data Mining (IDM), holds the promise of alleviating such problems. In this paper, we present an understanding to show how IDM works and the importance of this approach in identifying key nodes in terrorist networks. © 2006 IEEE.

关键词： Data mining

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Ranking Web news via homepage visual layout and cross-site voting

Ranking Web news via homepage visual layout and cross-site v...

引用

28th European Conference on Information Retrieval Research, ECIR 2006

作者： Yao, Jinyi Wang, Jue Li, Zhiwei Li, Mingjing Ma, Wei-Ying Microsoft Research Asia 49 Zhiehun Road Beijing 100080 China State Key Lab. of Intelligent System and Technology Tsinghua University Beijing 100084 China

ISBN: (纸本)3540333479

Reading news is one of the most popular activities when people surf the internet. As too many news sources provide independent news information und each has its own preference, detecting unbiased important news might be very useful for users to keep up to date with what are happening in the world. In this paper we present a novel method to identify important news in web environment which consists of diversified online news sites. We observe that a piece of important news generally occupies visually significant place in some homepage of a news site and import news event will be reported by many news sites. To explore these two properties, we model the relationship between homepages, news and latent events by a tripartite graph, and present an algorithm to identify important news in this model. Based on this algorithm, we implement a system TOPSTORY to dynamically generate homepages for users to browse important news reports. Our experimental study indicates the effectiveness of proposed approach. © Springer-Verlag Berlin Heidelberg 2006.

关键词： Information retrieval

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