International Journal of Computer Vision
An introduction to signal detection and estimation (2nd ed.)
An introduction to signal detection and estimation (2nd ed.)
Point reconstruction from noisy images
Journal of Mathematical Imaging and Vision
Local Grayvalue Invariants for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multicluster, mobile, multimedia radio network
Wireless Networks
Adaptive protocols for information dissemination in wireless sensor networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
An Algorithm for Finding Best Matches in Logarithmic Expected Time
ACM Transactions on Mathematical Software (TOMS)
Multiple view geometry in computer vision
Multiple view geometry in computer vision
Scalable Extrinsic Calibration of Omni-Directional Image Networks
International Journal of Computer Vision
Robust Video Mosaicing through Topology Inference and Local to Global Alignment
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume II - Volume II
A Factorization Based Algorithm for Multi-Image Projective Structure and Motion
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume II - Volume II
Multi-view Matching for Unordered Image Sets, or "How Do I Organize My Holiday Snaps?"
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Multiview Registration of 3D Scenes by Minimizing Error between Coordinate Frames
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
IEEE Transactions on Parallel and Distributed Systems
A Graph-Based Global Registration for 2D Mosaics
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 1
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Video Google: A Text Retrieval Approach to Object Matching in Videos
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Ad Hoc Wireless Networks: Architectures and Protocols
Ad Hoc Wireless Networks: Architectures and Protocols
Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Multi-Image Matching Using Multi-Scale Oriented Patches
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
An application-specific protocol architecture for wireless microsensor networks
IEEE Transactions on Wireless Communications
Consistent labeling of tracked objects in multiple cameras with overlapping fields of view
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distributed metric calibration of ad hoc camera networks
ACM Transactions on Sensor Networks (TOSN)
Calibrating distributed camera networks using belief propagation
EURASIP Journal on Applied Signal Processing
Algebraic approach to recovering topological information in distributed camera networks
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Scalable vision graph estimation for a vision sensor network
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Robust distributed multiview video compression for wireless camera networks
IEEE Transactions on Image Processing
An automatic calibration method for stereo-based 3D distributed smart camera networks
Computer Vision and Image Understanding
A distributed topological camera network representation for tracking applications
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Real-time image composition of bladder mosaics in fluorescence endoscopy
Computer Science - Research and Development
Coding of Image Feature Descriptors for Distributed Rate-efficient Visual Correspondences
International Journal of Computer Vision
DietCam: Automatic dietary assessment with mobile camera phones
Pervasive and Mobile Computing
Self-localizing smart camera networks
ACM Transactions on Sensor Networks (TOSN)
Quorum based image retrieval in large scale visual sensor networks
ADHOC-NOW'12 Proceedings of the 11th international conference on Ad-hoc, Mobile, and Wireless Networks
A low-bandwidth camera sensor platform with applications in smart camera networks
ACM Transactions on Sensor Networks (TOSN)
Modeling Coverage in Camera Networks: A Survey
International Journal of Computer Vision
Socio-economic vision graph generation and handover in distributed smart camera networks
ACM Transactions on Sensor Networks (TOSN)
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We propose a decentralized method for obtaining the vision graph for a distributed, ad-hoc camera network, in which each edge of the graph represents two cameras that image a sufficiently large part of the same environment. Each camera encodes a spatially well-distributed set of distinctive, approximately viewpoint-invariant feature points into a fixed-length "feature digest" that is broadcast throughout the network. Each receiver camera robustly matches its own features with the decompressed digest and decides whether sufficient evidence exists to form a vision graph edge. We also show how a camera calibration algorithm that passes messages only along vision graph edges can recover accurate 3D structure and camera positions in a distributed manner. We analyze the performance of different message formation schemes, and show that high detection rates (0.8) can be achieved while maintaining low false alarm rates (