Moving vehicles segmentation based on Bayesian framework for Gaussian motion model
Pattern Recognition Letters
Visual surveillance by dynamic visual attention method
Pattern Recognition
Real-time people localization and tracking through fixed stereo vision
Applied Intelligence
Robust vehicle and traffic information extraction for highway surveillance
EURASIP Journal on Applied Signal Processing
Line cameras for monitoring and surveillance sensor networks
Proceedings of the 15th international conference on Multimedia
Road-traffic monitoring by knowledge-driven static and dynamic image analysis
Expert Systems with Applications: An International Journal
Knowledge-Based Road Traffic Monitoring
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
The Detection of an Approaching Sound Source Using Pulsed Neural Network
Neural Information Processing
Managing Agent Interactions with Context-Driven Dynamic Organizations
Engineering Environment-Mediated Multi-Agent Systems
Vehicle Detection Based on Color and Edge Information
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Front-view vehicle detection by Markov chain Monte Carlo method
Pattern Recognition
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Statistical methods to estimate vehicle count using traffic cameras
Multidimensional Systems and Signal Processing
A Robust Video-Based Algorithm for Detecting Snow Movement in Traffic Scenes
Journal of Signal Processing Systems
A Robust Technique for Background Subtraction and Shadow Elimination in Traffic Video Sequence
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
A Texture-Based Algorithm for Vehicle Area Segmentation Using the Support Vector Machine Method
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Moving object verification in airborne video sequences
IEEE Transactions on Circuits and Systems for Video Technology
Real-time illegal parking detection in outdoor environments using 1-D transformation
IEEE Transactions on Circuits and Systems for Video Technology
Obstacle detection and tracking for the urban challenge
IEEE Transactions on Intelligent Transportation Systems
Robust object segmentation using probability-based background extraction algorithm
GVE '07 Proceedings of the IASTED International Conference on Graphics and Visualization in Engineering
Real-time vision-based multiple vehicle detection and tracking for nighttime traffic surveillance
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Real time classification and tracking of multiple vehicles in highways
Pattern Recognition Letters
Moving vehicles detection based on adaptive motion histogram
Digital Signal Processing
An automatic traffic surveillance system for vehicle tracking and classification
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
An approach for moving object recognition based on BPR and CI
Information Systems Frontiers
A bibliographic analysis of the IEEE transactions on intelligent transportation systems literature
IEEE Transactions on Intelligent Transportation Systems
Vehicle logo recognition using a SIFT-based enhanced matching scheme
IEEE Transactions on Intelligent Transportation Systems
A channel awareness vehicle detector
IEEE Transactions on Intelligent Transportation Systems
A taxonomy and analysis of camera calibration methods for traffic monitoring applications
IEEE Transactions on Intelligent Transportation Systems
Coupled multi-object tracking and labeling for vehicle trajectory estimation and matching
Multimedia Tools and Applications
Dynamic background modeling for a safe road design
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Real-time multi-vehicle detection and sub-feature based tracking for traffic surveillance systems
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
Research collaboration and ITS topic evolution: 10 years at T-ITS
IEEE Transactions on Intelligent Transportation Systems
A background subtraction algorithm for detecting and tracking vehicles
Expert Systems with Applications: An International Journal
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ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
A novel approach for sound approaching detection
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Fire detection algorithms for video images of large space structures
Multimedia Tools and Applications
Vehicle classification from traffic surveillance videos at a finer granularity
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
An infrared and neuro-fuzzy-based approach for identification and classification of road markings
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Toward visually inferring the underlying causal mechanism in a traffic-light-controlled crossroads
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Vehicle area segmentation using grid-based feature values
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
The study of the detection and tracking of moving pedestrian using monocular-vision
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Region-Level motion-based foreground detection with shadow removal using MRFs
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Floating virtual mirrors: visualization of the scene behind a vehicle
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
A graph-based, multi-resolution algorithm for tracking objects in presence of occlusions
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Evaluation and improvements of a real-time background subtraction method
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Approximate vehicle waiting time estimation using adaptive video-based vehicle tracking
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Classification of vehicle type and make by combined features and random subspace ensemble
International Journal of Computational Vision and Robotics
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Multimedia Tools and Applications
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ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
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International Journal of Computer Vision and Image Processing
Computer Vision and Image Understanding
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Machine Vision and Applications
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This paper presents algorithms for vision-based detection and classification of vehicles in monocular image sequences of traffic scenes recorded by a stationary camera. Processing is done at three levels: raw images, region level, and vehicle level. Vehicles are modeled as rectangular patches with certain dynamic behavior. The proposed method is based on the establishment of correspondences between regions and vehicles, as the vehicles move through the image sequence. Experimental results from highway scenes are provided which demonstrate the effectiveness of the method. We also briefly describe an interactive camera calibration tool that we have developed for recovering the camera parameters using features in the image selected by the user