Practical methods of optimization; (2nd ed.)
Practical methods of optimization; (2nd ed.)
Shafer-dempster reasoning with applications to multisensor target identification systems
IEEE Transactions on Systems, Man and Cybernetics
Machine Vision and Applications
Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
Multisensor image fusion using the wavelet transform
Graphical Models and Image Processing
Geodesic Saliency of Watershed Contours and Hierarchical Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
Comments on "Geodesic Saliency of Watershed Contours and Hierarchical Segmentation"
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distributed Detection and Data Fusion
Distributed Detection and Data Fusion
Decision Fusion
Information Retrieval
A Framework for High-Level Feedback to Adaptive, Per-Pixel, Mixture-of-Gaussian Background Models
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Real-Time Estimation of Human Body Posture from Monocular Thermal Images
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
W4: Who? When? Where? What? A Real Time System for Detecting and Tracking People
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Kinematic based Human Motion Analysis in Infrared Sequences
WACV '02 Proceedings of the Sixth IEEE Workshop on Applications of Computer Vision
Segmenting Foreground Objects from a Dynamic Textured Background via a Robust Kalman Filter
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Background Modeling and Subtraction of Dynamic Scenes
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Image fusion for context enhancement and video surrealism
Proceedings of the 3rd international symposium on Non-photorealistic animation and rendering
Robust Detection of People in Thermal Imagery
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
Robust Background-Subtraction for Person Detection in Thermal Imagery
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 8 - Volume 08
Fusion-Based Background-Subtraction using Contour Saliency
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops - Volume 03
Background-Subtraction in Thermal Imagery Using Contour Saliency
International Journal of Computer Vision
Real-time foreground-background segmentation using codebook model
Real-Time Imaging
Motion-based background subtraction using adaptive kernel density estimation
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gradient-based multiresolution image fusion
IEEE Transactions on Image Processing
A Real Time Human Detection System Based on Far Infrared Vision
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Object motion detection using information theoretic spatio-temporal saliency
Pattern Recognition
Towards cognitive image fusion
Information Fusion
Visible and infrared image registration using trajectories and composite foreground images
Image and Vision Computing
Human detection with a multi-sensors stereovision system
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Automation of mutual orientation of digital images based on computer vision algorithms
Journal of Computer and Systems Sciences International
Background subtraction for automated multisensor surveillance: a comprehensive review
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Computer Vision and Image Understanding
Visual tracking by fusing multiple cues with context-sensitive reliabilities
Pattern Recognition
Target Tracking Using Multiple Patches and Weighted Vector Median Filters
Journal of Mathematical Imaging and Vision
Fast saliency-aware multi-modality image fusion
Neurocomputing
Granulation, rough entropy and spatiotemporal moving object detection
Applied Soft Computing
Finite asymmetric generalized Gaussian mixture models learning for infrared object detection
Computer Vision and Image Understanding
Thermal cameras and applications: a survey
Machine Vision and Applications
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We present a new background-subtraction technique fusing contours from thermal and visible imagery for persistent object detection in urban settings. Statistical background-subtraction in the thermal domain is used to identify the initial regions-of-interest. Color and intensity information are used within these areas to obtain the corresponding regions-of-interest in the visible domain. Within each region, input and background gradient information are combined to form a Contour Saliency Map. The binary contour fragments, obtained from corresponding Contour Saliency Maps, are then fused into a single image. An A^* path-constrained search along watershed boundaries of the regions-of-interest is used to complete and close any broken segments in the fused contour image. Lastly, the contour image is flood-filled to produce silhouettes. Results of our approach are evaluated quantitatively and compared with other low- and high-level fusion techniques using manually segmented data.