ACM SIGGRAPH 2006 Papers
Graph Cuts and Efficient N-D Image Segmentation
International Journal of Computer Vision
Constrained Texture Synthesis via Energy Minimization
IEEE Transactions on Visualization and Computer Graphics
Estimating Optimal Parameters for MRF Stereo from a Single Image Pair
IEEE Transactions on Pattern Analysis and Machine Intelligence
Minimizing Nonsubmodular Functions with Graph Cuts-A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Approximate Labeling via Graph Cuts Based on Linear Programming
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 5th international symposium on Non-photorealistic animation and rendering
Retargeting Images and Video for Preserving Information Saliency
IEEE Computer Graphics and Applications
Background estimation from non-time sequence images
GI '08 Proceedings of graphics interface 2008
Computer Vision and Image Understanding
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Query-by-Sketch Based Image Synthesis
IEICE - Transactions on Information and Systems
Multi-label Moves for MRFs with Truncated Convex Priors
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Learning based thumbnail cropping
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
IEEE Transactions on Multimedia
ACM SIGGRAPH 2010 papers
Video tapestries with continuous temporal zoom
ACM SIGGRAPH 2010 papers
Graph cut based inference with co-occurrence statistics
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Markov random field based phase demodulation of interferometric images
Computer Vision and Image Understanding
A fast solver for truncated-convex priors: quantized-convex split moves
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Automatic Detection of Object of Interest and Tracking in Active Video
Journal of Signal Processing Systems
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Optimization by Stochastic Continuation
SIAM Journal on Imaging Sciences
Discontinuity preserving phase unwrapping using graph cuts
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Comparison of energy minimization algorithms for highly connected graphs
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
A comparative study of energy minimization methods for markov random fields
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Multiclass image labeling with semidefinite programming
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Multi-label Moves for MRFs with Truncated Convex Priors
International Journal of Computer Vision
A web interface for 3D visualization and interactive segmentation of medical images
Proceedings of the 17th International Conference on 3D Web Technology
Minimizing Energies with Hierarchical Costs
International Journal of Computer Vision
Scene collages and flexible camera arrays
EGSR'07 Proceedings of the 18th Eurographics conference on Rendering Techniques
Hierarchical Narrative Collage For Digital Photo Album
Computer Graphics Forum
Video Panorama for 2D to 3D Conversion
Computer Graphics Forum
Visibility maps for improving seam carving
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
When Amazon Meets Google: Product Visualization by Exploring Multiple Web Sources
ACM Transactions on Internet Technology (TOIT)
Inference Methods for CRFs with Co-occurrence Statistics
International Journal of Computer Vision
Geo-clouds: visualizing news over geographical maps
Proceedings of the 4th ACM SIGSPATIAL International Workshop on GeoStreaming
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This paper addresses the novel problem of automatically synthesizing an output image from a large collection of different input images. The synthesized image, called a digital tapestry, can be viewed as a visual summary or a virtual ýthumbnailý of all the images in the input collection. The problem of creating the tapestry is cast as a multi-class labeling problem such that each region in the tapestry is constructed from input image blocks that are salient and such that neighboring blocks satisfy spatial compatibility. This is formulated using a Markov Random Field and optimized via the graph cut based expansion move algorithm. The standard expansion move algorithm can only handle energies with metric terms, while our energy contains non-metric (soft and hard) constraints. Therefore we propose two novel contributions. First, we extend the expansion move algorithm for energy functions with non-metric hard constraints. Secondly, we modify it for functions with "almost" metric soft terms, and show that it gives good results in practice. The proposed framework was tested on several consumer photograph collections, and the results are presented.