C4.5: programs for machine learning
C4.5: programs for machine learning
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
International Journal of Computer Vision
Fast Approximate Energy Minimization via Graph Cuts
IEEE Transactions on Pattern Analysis and Machine Intelligence
SIGGRAPH '84 Proceedings of the 11th annual conference on Computer graphics and interactive techniques
ACM SIGGRAPH 2003 Papers
Shadow matting and compositing
ACM SIGGRAPH 2003 Papers
Interactive digital photomontage
ACM SIGGRAPH 2004 Papers
ACM SIGGRAPH 2004 Papers
"GrabCut": interactive foreground extraction using iterated graph cuts
ACM SIGGRAPH 2004 Papers
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 12 - Volume 12
What Metrics Can Be Approximated by Geo-Cuts, Or Global Optimization of Length/Area and Flux
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Geometric Context from a Single Image
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
On the Removal of Shadows from Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Peekaboom: a game for locating objects in images
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
ACM SIGGRAPH 2006 Papers
ACM SIGGRAPH 2006 Papers
Photo tourism: exploring photo collections in 3D
ACM SIGGRAPH 2006 Papers
ACM SIGGRAPH 2006 Papers
A Closed Form Solution to Natural Image Matting
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
Putting Objects in Perspective
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Using Multiple Segmentations to Discover Objects and their Extent in Image Collections
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
An integral solution to surface evolution PDEs via geo-cuts
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
ACM SIGGRAPH 2008 posters
Deep photo: model-based photograph enhancement and viewing
ACM SIGGRAPH Asia 2008 papers
ACM SIGGRAPH Asia 2008 papers
Putting Objects in Perspective
International Journal of Computer Vision
Modeling the World from Internet Photo Collections
International Journal of Computer Vision
Tile-Based Interactive Texture Design
Edutainment '08 Proceedings of the 3rd international conference on Technologies for E-Learning and Digital Entertainment
Visio-lization: generating novel facial images
ACM SIGGRAPH 2009 papers
SkyFinder: attribute-based sky image search
ACM SIGGRAPH 2009 papers
3D-aware image editing for out of bounds photography
Proceedings of Graphics Interface 2009
Sketch2Photo: internet image montage
ACM SIGGRAPH Asia 2009 papers
Webcam clip art: appearance and illuminant transfer from time-lapse sequences
ACM SIGGRAPH Asia 2009 papers
Exploratory modeling with collaborative design spaces
ACM SIGGRAPH Asia 2009 papers
Finding Images with Similar Lighting Conditions in Large Photo Collections
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Natural and seamless image composition with color control
IEEE Transactions on Image Processing
What Do the Sun and the Sky Tell Us About the Camera?
International Journal of Computer Vision
RepFinder: finding approximately repeated scene elements for image editing
ACM SIGGRAPH 2010 papers
Realism assessment of color compatibility using a single image
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Easy real object insertion tool for composite photographs
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
ACM SIGGRAPH Asia 2010 papers
Data-driven suggestions for creativity support in 3D modeling
ACM SIGGRAPH Asia 2010 papers
Video narrative authoring with motion inpainting
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
Error-tolerant image compositing
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Text-to-video: story illustration from online photo collections
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
Recovering Occlusion Boundaries from an Image
International Journal of Computer Vision
Narrative generation by repurposing digital videos
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Rendering synthetic objects into legacy photographs
Proceedings of the 2011 SIGGRAPH Asia Conference
SG'11 Proceedings of the 11th international conference on Smart graphics
Purposive hidden-object game (P-HOG) towards imperceptible human computation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Face-off: automatic alteration of facial features
Multimedia Tools and Applications
Interactive images: cuboid proxies for smart image manipulation
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Estimating the Natural Illumination Conditions from a Single Outdoor Image
International Journal of Computer Vision
VOLLEY: design framework for collaborative animation
CHI '12 Extended Abstracts on Human Factors in Computing Systems
Perspective-aware warping for seamless stereoscopic image cloning
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Motion-aware adaptive dead reckoning algorithm for collaborative virtual environments
Proceedings of the 11th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry
Sketch2Scene: sketch-based co-retrieval and co-placement of 3D models
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
OpenSurfaces: a richly annotated catalog of surface appearance
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Towards social imagematics: sentiment analysis in social multimedia
Proceedings of the Thirteenth International Workshop on Multimedia Data Mining
Error-Tolerant Image Compositing
International Journal of Computer Vision
3-Sweep: extracting editable objects from a single photo
ACM Transactions on Graphics (TOG)
PatchNet: a patch-based image representation for interactive library-driven image editing
ACM Transactions on Graphics (TOG)
Object class detection: A survey
ACM Computing Surveys (CSUR)
Special Section on CAD/Graphics 2013: Image compositing using dominant patch transformations
Computers and Graphics
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We present a system for inserting new objects into existing photographs by querying a vast image-based object library, pre-computed using a publicly available Internet object database. The central goal is to shield the user from all of the arduous tasks typically involved in image compositing. The user is only asked to do two simple things: 1) pick a 3D location in the scene to place a new object; 2) select an object to insert using a hierarchical menu. We pose the problem of object insertion as a data-driven, 3D-based, context-sensitive object retrieval task. Instead of trying to manipulate the object to change its orientation, color distribution, etc. to fit the new image, we simply retrieve an object of a specified class that has all the required properties (camera pose, lighting, resolution, etc) from our large object library. We present new automatic algorithms for improving object segmentation and blending, estimating true 3D object size and orientation, and estimating scene lighting conditions. We also present an intuitive user interface that makes object insertion fast and simple even for the artistically challenged.