NDLI: Cross-Layered Hidden Markov Modeling for Surveillance Event Recognition

Please wait, while we are loading the content...

2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)

2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)

2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)

2012 IEEE International Conference on Multimedia and Expo Workshops

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops [Title page i]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops [Title page iii]

Message from ICME 2012 General Chairs

Message from ICME'12 Technical Program Chairs

Multiview Video Coding Using Video Game Context Information

Classification-Based Adaptive Compression Method for Computer Screen Image

A Hybrid Coded Block Patterns Based Fast Mode Decision in H.264/AVC

Improving the Rate-Distortion Performance of the Transform Domain Refinement Codec by the Use of Decoder-Driven Adaptive Modes

Hidden Markov Model for Event Photo Stream Segmentation

User Requirements Elicitation of Stereoscopic 3D Video Interaction

L-infinite Coding of 3D Representations of Human Affect

SVD Filter Based Multiscale Approach for Image Quality Assessment

Supervised, Geometry-Aware Segmentation of 3D Mesh Models

On-the-fly Watermarking of Videos for Real-time Applications

Image Forensics with Rotation-Tolerant Resampling Detection

Intelligent Vehicle Detection and Tracking for Highway Driving

Adopting Perceptual Quality Metrics in Video Encoders: Progress and Critiques

Video Content Dependent Directional Transform for High Performance Video Coding

Novel 3DV Coding Scheme with Down-/Up-sampling and Asymmetrical Prediction

Unidirectional Encoder Rate Control Scheme for Transform Domain Distributed Video Coding

Cross-layer Optimized Coding Mode Selection for Wireless Video Communications

Minimizing Video Retransmission Delay and Energy Consumption with Caching Routers

Seamless Video Streaming: A Light Weight Session Handoff Scheme for Dynamic Stream Merging Based Wireless Mesh Networks

An Overview of Perceptual Processing for Digital Pictures

Layout-expectation-based Model for Image Search Re-ranking

Towards a Video Browser for the Digital Native

Content-Based Image Retrieval in P2P Networks with Bag-of-Features

Distributed Area of Interest Management for Large-Scale Immersive Video Conferencing

Improved Image Retargeting by Distinguishing between Faces in Focus and Out of Focus

Virtual interactions: Can EEG Help Make the Difference with Real Interaction?

Magic Input: A Multi-user Interaction System for SAGE Based Large Tiled-display Environment

Real-Time Pitch Training System for Violin Learners

Traffic Congestion Classification for Nighttime Surveillance Videos

Cross-Layered Hidden Markov Modeling for Surveillance Event Recognition

Infrared and Intertial Tracking in the Immersive Audio Environment for Enhanced Military Training

A Rule-Based Virtual Director Enhancing Group Communication

Job Shop Scheduling at Your Fingertips Planning Alternatives Off the Cloud

OVIE: Object Oriented and Vector based Image Editing

Real-Time Polyphonic Score Following System

Advanced "Webble" Application Development Directly in the Browser by Utilizing the Full Power of Meme Media Customization and Event Management Capabilities

Media Multiplicity at Your Fingertips: Direct Manipulation Based on Webbles

Improvisational Construction of a Context for Dynamic Implementation of Arbitrary Smart Object Federation Scenarios

Social Photo Tagging Recommendation Using Community-Based Group Associations

Social Attribute Annotation for Personal Photo Collection

Automatic Social Network Construction from Movies Using Film-Editing Cues

Extracting Context Information from Microblog Based on Analysis of Online Reviews

How Multimedia in Enterprise Social Networks Matters to People's Performance

Memetic Communication Media - Concepts, Technologies, Applications

A Model-driven Approach for Integration of Interactive Applications and Web Services: A Case Study in Interactive Digital TV Platform

Visualization of Real-World Events with Geotagged Tweet Photos

Multiscale Browsing through Video Collections in Smartphones Using Scalable Storyboards

Random Subspace Method for Gait Recognition

How Many Frames Does Facial Expression Recognition Require?

The Performance of the Speaking Rate Parameter in Emotion Recognition from Speech

Query by Humming by Using Locality Sensitive Hashing Based on Combination of Pitch and Note

Photo Layout with a Fast Evaluation Method and Genetic Algorithm

ROI-Based Video Stabilization Algorithm for Hand-Held Cameras

Contextual Dominant Color Name Extraction for Web Image Search

Distributed Video Coding Based on Compressed Sensing

Web-based Augmented Reality Video Streaming for Marketing

Distributed Augmented Reality Systems: How Much Performance is Enough?

A Music Retrieval System Using Melody and Lyric

Statistical Color Model Based Adult Video Filter

Living the Past: Augmented Reality and Archeology

Research Design for Evaluating How to Engage Students with Urban Public Screens in Students' Neighbourhoods

Ambient Media for the Third Place in Urban Environments

Video Description Length Guided Constant Quality Video Coding with Bitrate Constraint

Crowd Density Estimation Based on Local Binary Pattern Co-Occurrence Matrix

Abnormal Event Detection in Unseen Scenarios

Vehicle Type Classification Using PCA with Self-Clustering

Dynamic Resource Allocation for Event Processing in Surveillance Systems

Robust Background Subtraction Based on Perceptual Mixture-of-Gaussians with Dynamic Adaptation Speed

A Computationally Efficient Algorithm for Building Statistical Color Models

Resource Allocation for Service Composition in Cloud-based Video Surveillance Platform

A Robust Wavelet-based Approach to Fingerprint Indentification

A New Texture Feature for Improved Food Recognition Accuracy in a Mobile Phone Based Dietary Assessment System

Specular Highlight Removal for Image-Based Dietary Assessment

A Real-Time Biofeedback Health Advisory System for Children Care

A Human Caregiver Support System in Elderly Monitoring Facility

Tele-Medical Applications in Home-Based Health Care

Cloud-Based E-Health Multimedia Framework for Heterogeneous Network

An Automatic Multi-sample 3D Face Registration Method Based on Thin Plate Spline and Deformable Model

On the Application of the Probabilistic Linear Discriminant Analysis to Face Recognition across Expression

Creative Transformations of Personal Photographs

Human Gesture Analysis Using Multimodal Features

Multi-Instance Learning with an Extended Kernel Density Estimation for Object Categorization

Motion Segmentation Based on 3D Histogram and Temporal Mode Selection

Exerlearn Bike: An Exergaming System for Children's Educational and Physical Well-Being

A Novel SVM Based Food Recognition Method for Calorie Measurement Applications

Route Visualization in Indoor Panoramic Imagery with Open Area Maps

Depth Extraction from Monocular Video Using Bidirectional Energy Minimization and Initial Depth Segmentation

Depth and Geometry from a Single 2D Image Using Triangulation

An Improved Building Detection Technique for Complex Scenes

3D Pose Estimation of Front Vehicle Towards a Better Driver Assistance System

Inter Prediction Based on Low-rank Matrix Completion

A Novel Edge Detection Framework by Component Tree Construction

Trip Mining and Recommendation from Geo-tagged Photos

A Visual Search User Study on the Influences of Aspect Ratio Distortion of Preview Thumbnails

A Textural Based Hidden Markov Model for Animation Genre Discrimination

From Document to Image: Learning a Scalable Ranking Model for Content Based Image Retrieval

A Novel Automatic Hierachical Approach to Music Genre Classification

Video Summarization with Global and Local Features

An Improved Pruning Method Based on the Number of States Possessed by Hypotheses

Automatic QOE Prediction in Stereoscopic Videos

A Dense 3D Reconstruction Approach from Uncalibrated Video Sequences

Non-rigid 3D Model Retrieval Using Set of Local Statistical Features

Kinect-Like Depth Compression with 2D+T Prediction

Depth Map Super-Resolution Using Synthesized View Matching for Depth-Image-Based Rendering

Improving Depth Compression in HEVC by Pre/Post Processing

Lossless Compression of Stereo Disparity Maps for 3D

Mobile TV with Long Time Interleaving and Fast Zapping

Fragment Reduction on Mobile GPU with Content Adaptive Sampling

Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data

Employing 3D Accelerometer Information for Fast and Reliable Image Features Matching on Mobile Devices

Theoretical Framework for Evaluating Partial Checksum Protection in Wireless Video Streaming

Real Time Dynamic Image Re-targeting Based on a Dynamic Visual Attention Model

INSPORAMA: INS-Aided Misalignment Correction in Feature-Based Panoramic Image Stitching

A Demonstration of a Hierarchical Multi-Layout 3D Video Browser

Interactive 3D Animation System for Web3D

A Multi-User Interaction System Based on Kinect and Wii Remote

Surround Sound Using Variable-Ambisonics and Variable-Polar Pattern Theories

Novel Wireless Routers for Seamless Sharing of Video Access in Multihop Networks

LOOK2 - A Video-based System for Real-time Notification of Relevant Traffic Events

OpenGL SC Implementation over an OpenGL ES 1.1 Graphics Board

A Codeword Visualization Tool for Dense Trajectory Feature

IEEE Computer Society Technical & Conference Activities Board [publisher's information]

Cross-Layered Hidden Markov Modeling for Surveillance Event Recognition

Content Provider	IEEE Xplore Digital Library
Author	Chongyang Zhang Jingbang Qiu Shibao Zheng Xiaokang Yang
Copyright Year	2012
Abstract	In this paper, a novel Cross-Layered Hidden Markov Model (CLHMM) is proposed for high accuracy and low complexity Surveillance Event Recognition (SER). Unlike existing Layered HMM (LHMM) whose inferences are limited in adjacent layers, cross-layer inferences are designed in CLHMM to strengthen reasoning efficiency and reduce computational complexity. One Common Feature Particle Set (CFPS) is also developed in CLHMM to offer the model an assembly of pixel level observations, expert knowledge and Baum-Welch algorithm are combined to achieve optimized performance in CLHMM learning. Experimental results on typical surveillance test sequences showed that CLHMM outperforms LHMM in terms of accuracy and computational complexity.
Starting Page	175
Ending Page	180
File Size	232776
Page Count	6
File Format	PDF
ISBN	9781467320276
DOI	10.1109/ICMEW.2012.37
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-07-09
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Accuracy Surveillance Computational modeling Hidden Markov models Feature extraction Surveillance Event Recognition Robustness Common Feature Particle Set Complexity theory Cross-Layered Hidden Markov Model
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in