ECCV '94 Proceedings of the third European conference on Computer vision (vol. 1)
Artificial Intelligence - Special volume on computer vision
Local Grayvalue Invariants for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Development and Comparison of Robust Methodsfor Estimating the Fundamental Matrix
International Journal of Computer Vision
Multiple view geometry in computer visiond
Multiple view geometry in computer visiond
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
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
Combining Appearance and Topology for Wide Baseline Matching
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
An Affine Invariant Interest Point Detector
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Video Summaries through Mosaic-Based Shot and Scene Clustering
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Automated Scene Matching in Movies
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Object Recognition from Local Scale-Invariant Features
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Editorial introduction: video retrieval and summarization
Computer Vision and Image Understanding - Special isssue on video retrieval and summarization
An efficient parts-based near-duplicate and sub-image retrieval system
Proceedings of the 12th annual ACM international conference on Multimedia
A Comparison of Affine Region Detectors
International Journal of Computer Vision
Object Level Grouping for Video Shots
International Journal of Computer Vision
Scalable near identical image and shot detection
Proceedings of the 6th ACM international conference on Image and video retrieval
Content based video matching using spatiotemporal volumes
Computer Vision and Image Understanding
MyPlaces: detecting important settings in a visual diary
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Robust Object Recognition Using Wide Baseline Matching for RoboCup Applications
RoboCup 2007: Robot Soccer World Cup XI
Offline Signature Verification Using Local Interest Points and Descriptors
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Fingerprint Verification Using Local Interest Points and Descriptors
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
A Color-Based Interest Operator
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Places clustering of full-length film key-framesusing latent aspect modeling over SIFT matches
IEEE Transactions on Circuits and Systems for Video Technology
Probabilistic Region Matching in Narrow-Band Endoscopy for Targeted Optical Biopsy
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Efficient non-consecutive feature tracking for structure-from-motion
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
How to overcome perceptual aliasing in ASIFT?
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Reliable image matching with recursive tiling
PIA'11 Proceedings of the 2011 ISPRS conference on Photogrammetric image analysis
Linking identities and viewpoints in home movies based on robust feature matching
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
A fast probabilistic model for hypothesis rejection in SIFT-Based object recognition
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Improving SIFT-Based object recognition for robot applications
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Efficient keyframe-based real-time camera tracking
Computer Vision and Image Understanding
Hi-index | 0.00 |
We describe progress in matching shots which are images of the same 3D location in a film. The problem is hard because the camera viewpoint may change substantially between shots, with consequent changes in the imaged appearance of the scene due to foreshortening, scale changes, partial occlusion and lighting changes. We develop and compare two methods which achieve this task. In the first method we match key frames between shots using wide baseline matching techniques. The wide baseline method represents each frame by a set of viewpoint covariant local features. The local spatial support of the features means that segmentation of the frame (e.g., into foreground/background) is not required, and partial occlusion is tolerated. Matching proceeds through a series of stages starting with indexing based on a viewpoint invariant description of the features, then employing semi-local constraints (such as spatial consistency) and finally global constraints (such as epipolar geometry). In the second method the temporal continuity within a shot is used to compute invariant descriptors for tracked features, and these descriptors are the basic matching unit. The temporal information increases both the signal-to-noise ratio of the data and the stability of the computed features. We develop analogues of local spatial consistency, cross-correlation, and epipolar geometry for these tracks. Results of matching shots for a number of very different scene types are illustrated on two entire commercial films.