NDLI: Sign language video retrieval based on HMM

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2010 3rd International Conference on Advanced Computer Theory and Engineering(ICACTE)

Volume 6 - 2010

Volume 5 - 2010

Volume 4 - 2010

Volume 3 - 2010

Research on production planning schedule system of the composite component manufacturing workshop

GMC: A performance model checker for concurrent systems

Algorithm for finding geodesic path based on rotation tree

A new extended Petri-net for business process modeling

Comparison and analysis of different reputation systems for peer-to-peer networks

Sign language video retrieval based on HMM

Virtual real estate roaming system research based on the EON Studio

Research on using UDP to traverse NAT under P2P network environment

Research on application of data warehouse technology in China Unicom business

Hand language video retrieval based on string ED

The application of cokriging using an improved Markov model

A localization algorithm for wireless sensor networks on power grid cables

Dynamic Adaboost ensemble extreme learning machine

The validation of power system dynamic simulation with genetic algorithm

Synchronous machine parameter identification based on the simulation in PSASP

A novel training method for HMM2 with multiple observation sequences

An equivalent proposition for stability by feedback of the second order singular distributed parameter system

Research on method of transformation from bitmap to vector graphics based on Adobe Illustrator CS4

A novel low-voltage low-power bulk-driven cascade current mirror

Performance analysis of link algorithm in congestion control

Study on image recognition of stored-grain pests knowledge base based on ontology

Implementation of 3D virtual campus cruising system based on VRML

A fault detection and tolerant scheme for back-to-back converters in DFIG-based wind power generation systems

Learning gene regulatory networks based on Dempster-Shafer evidence theory

Transient dynamic analysis for a rotor-bearing system based on energy equations

Notice of RetractionShock response analysis for a propulsion shaft unit by a modified TMT

Study on optimization selection model of Web service discovery based on genetic algorithm

Design of a robust vehicle dynamics controller based on optimal sliding mode control theory

Research and design of an efficient Chinese indexing system

Some results of f-critical graph

A novel hybrid filter for edge preserving restoration of image

A time slotted multiple Access Control protocol with real time quality for Low Voltage Powerline Carrier Network

A Multi-Agent-Based Distributed Intrusion Detection System

Application of Cloud Computing in university library user service model

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The summary of differential evolution algorithm and its improvements

An extractive text summarization based on multivariate approach

A C2VHDL compilation algorithm of non-counting loop

Distributed intrusion detection technology's research in electronic commerce

Active-disturbance rejection control and its application to solar PV DC-DC converter

Facial expression recognition based on weighted principal component analysis and support vector machines

Research & experiment on optimization of cutting elements based on NC machining

Identification of the Pesticide Fluorescence Spectroscopy based on the PCA and KNN

Augmented Reality for remote education

Research on resources integration of regional logistics

Finding the isomorphic graph with the use of algorithms based on DNA

Application of Principal Component Regression Analysis in power load forecasting for medium and long term

Three-player shove is NP-complete

An architecture model of management and monitoring on Cloud services resources

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A maximum likelihood algorithm for detecting line segments

The integration of processes within IT resources control

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Algorithm research of target acquisition for TV tracking system based on Sliding Mode Control

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The comprehensive evaluation of teaching quality based on principal component analysis

A Single-parameter intelligent algorithm for the traveling salesman problem

Two-step calibration 3D reconstruction algorithm based on a single image

Vehicle lateral and longitudinal velocity estimation based on Adaptive Kalman Filter

The improved hybrid genetic algorithm for solving TSP based on Handel-C

Prediction model of agricultural mechanization based on Grey Neural Network

The method of ontology compositon on Web

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A cohomology boundary learning algorithm

Sub-ontology mapping based web services discovery framework

The FFU variable frequency speed regulation system based on Fuzzy-PI compound control

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The performance model of Hyper-Threading Technology in Intel Nehalem microarchitecture

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Another sectionalization of linear tail-biting trellis

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Design and implementation of HOLSR protocol based on Linux OS

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A branch convergence approach to distributed dynamic service composition

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The design of SD-SDI video conversion card based on FPGA

Study on cooperative transmission in the wireless sensor network

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Study on image fusion based on different fusion rules of wavelet transform

Volume 2 - 2010

Volume 1 - 2010

2008 International Conference on Advanced Computer Theory and Engineering

Sign language video retrieval based on HMM

Content Provider	IEEE Xplore Digital Library
Author	Shilin Zhang Shuwu Zhang
Copyright Year	2010
Description	Author affiliation: High technology & innovation center, Institute of Automation, Chinese Academy of Science, Beijing, China (Shuwu Zhang) \|\| Faculty of Computer Science, Network and Information Management Center, North China University of Technology, Beijing, China (Shilin Zhang) This paper presents a system called DCMR. Content-based video searching is a challenging field, and most research focus on the low level features such as color histogram, texture and etc. In this paper, we solve the searching problem by high level features used by hand language recognition. Firstly, we find the face in video frames that has complex background, and then we find the left hand and right hand in specific areas. By computing the hands' length, position, velocity, acceleration, Fourier figure descriptor and etc, we generate the hands' dynamic features. Consequently, we segment the video frames by motion features. As for each segment, we generate a HMM. When a clip of hand language inputs, we also get the feature serials, and then we compare the possibility of the input serials in each HMM. Experiment results on a large of hand language videos show that our searching system performs much better than existing methods on hand language video searching systems. Compared with the traditional methods, our system reduces the average searching time by half and the searching precision has doubled.
File Size	914955
File Format	PDF
ISBN	9781424465392
ISSN	21547491
e-ISBN	9781424465422
DOI	10.1109/ICACTE.2010.5579837
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-08-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Databases Motion segmentation Hidden Markov models Content-based video searching DTW Hand language HMM Videos
Content Type	Text
Resource Type	Article

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