Principal Warps: Thin-Plate Splines and the Decomposition of Deformations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active shape models—their training and application
Computer Vision and Image Understanding
A Graduated Assignment Algorithm for Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Computer Graphics and Applications
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fragment-based image completion
ACM SIGGRAPH 2003 Papers
ACM SIGGRAPH 2003 Papers
Interactive digital photomontage
ACM SIGGRAPH 2004 Papers
Colorization using optimization
ACM SIGGRAPH 2004 Papers
Local Color Transfer via Probabilistic Segmentation by Expectation-Maximization
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
A Direct Method for Modeling Non-Rigid Motion with Thin Plate Spline
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Image completion with structure propagation
ACM SIGGRAPH 2005 Papers
Image deformation using moving least squares
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
Scene completion using millions of photographs
ACM SIGGRAPH 2007 papers
Face swapping: automatically replacing faces in photographs
ACM SIGGRAPH 2008 papers
PatchMatch: a randomized correspondence algorithm for structural image editing
ACM SIGGRAPH 2009 papers
Sketch2Photo: internet image montage
ACM SIGGRAPH Asia 2009 papers
Parametric correspondence and chamfer matching: two new techniques for image matching
IJCAI'77 Proceedings of the 5th international joint conference on Artificial intelligence - Volume 2
Personal photo enhancement using example images
ACM Transactions on Graphics (TOG)
RepFinder: finding approximately repeated scene elements for image editing
ACM SIGGRAPH 2010 papers
Content-aware copying and pasting in images
The Visual Computer: International Journal of Computer Graphics
Expression flow for 3D-aware face component transfer
ACM SIGGRAPH 2011 papers
Environment-Sensitive cloning in images
The Visual Computer: International Journal of Computer Graphics - CGI'2011 Conference
CG2Real: Improving the Realism of Computer Generated Images Using a Large Collection of Photographs
IEEE Transactions on Visualization and Computer Graphics
Data-driven visual similarity for cross-domain image matching
Proceedings of the 2011 SIGGRAPH Asia Conference
Arcimboldo-like collage using internet images
Proceedings of the 2011 SIGGRAPH Asia Conference
Global contrast based salient region detection
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
3-Sweep: extracting editable objects from a single photo
ACM Transactions on Graphics (TOG)
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We present a framework for interactively manipulating objects in a photograph using related objects obtained from internet images. Given an image, the user selects an object to modify, and provides keywords to describe it. Objects with a similar shape are retrieved and segmented from online images matching the keywords, and deformed to correspond with the selected object. By matching the candidate object and adjusting manipulation parameters, our method appropriately modifies candidate objects and composites them into the scene. Supported manipulations include transferring texture, color and shape from the matched object to the target in a seamless manner. We demonstrate the versatility of our framework using several inputs of varying complexity, for object completion, augmentation, replacement and revealing. Our results are evaluated using a user study. © 2012 Wiley Periodicals, Inc. (This work was performed while Chen Goldberg was a visiting researcher at Tsinghua University, Beijing, China.)