IEEE Transactions on Pattern Analysis and Machine Intelligence
SAR/IR sensor image fusion and real-time implementation
ASILOMAR '95 Proceedings of the 29th Asilomar Conference on Signals, Systems and Computers (2-Volume Set)
Comparison of visible and infra-red imagery for face recognition
FG '96 Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96)
Kinematic based Human Motion Analysis in Infrared Sequences
WACV '02 Proceedings of the Sixth IEEE Workshop on Applications of Computer Vision
Target Detection from Coregistered Visual-Thermal-Range Images
ICASSP '97 Proceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '97) -Volume 4 - Volume 4
Automatic EO/IR sensor image registration
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
The Gait Identification Challenge Problem: Data Sets and Baseline Algorithm
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Gait-Based Recognition of Humans Using Continuous HMMs
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Supervised-PCA and SVM Classifiers for Object Detection in Infrared Images
AVSS '03 Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance
Image registration based on both feature and intensity matching
ICASSP '01 Proceedings of the Acoustics, Speech, and Signal Processing, 2001. on IEEE International Conference - Volume 03
Gait shape estimation for identification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Physical models for moving shadow and object detection in video
IEEE Transactions on Pattern Analysis and Machine Intelligence
A computational vision approach to image registration
IEEE Transactions on Image Processing
A contour-based approach to multisensor image registration
IEEE Transactions on Image Processing
People Detection by a Mobile Robot Using Stereo Vision in Dynamic Indoor Environments
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
People detection through quantified fuzzy temporal rules
Pattern Recognition
Multi-spectral fusion for surveillance systems
Computers and Electrical Engineering
Visible and infrared image registration using trajectories and composite foreground images
Image and Vision Computing
Multi-sensor registration for objects motion detection
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams
Detection of multiple people by a mobile robot in dynamic indoor environments
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
Computer Vision and Image Understanding
Multimodal monitoring of cultural heritage sites and the FIRESENSE project
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Visible and infrared image registration in man-made environments employing hybrid visual features
Pattern Recognition Letters
Multispectral piecewise planar stereo using Manhattan-world assumption
Pattern Recognition Letters
Visible and infrared image registration employing line-based geometric analysis
MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
Digital Signal Processing
Multi-modal time-of-flight based fire detection
Multimedia Tools and Applications
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We approach the task of human silhouette extraction from color and thermal image sequences using automatic image registration. Image registration between color and thermal images is a challenging problem due to the difficulties associated with finding correspondence. However, the moving people in a static scene provide cues to address this problem. In this paper, we propose a hierarchical scheme to automatically find the correspondence between the preliminary human silhouettes extracted from synchronous color and thermal image sequences for image registration. Next, we discuss strategies for probabilistically combining cues from registered color and thermal images for improved human silhouette detection. It is shown that the proposed approach achieves good results for image registration and human silhouette extraction. Experimental results also show a comparison of various sensor fusion strategies and demonstrate the improvement in performance over non-fused cases for human silhouette extraction.