IEEE Computer Graphics and Applications
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
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Colorization using optimization
ACM SIGGRAPH 2004 Papers
Photo tourism: exploring photo collections in 3D
ACM SIGGRAPH 2006 Papers
Automated colour grading using colour distribution transfer
Computer Vision and Image Understanding
Finding paths through the world's photos
ACM SIGGRAPH 2008 papers
PatchMatch: a randomized correspondence algorithm for structural image editing
ACM SIGGRAPH 2009 papers
Personal photo enhancement using example images
ACM Transactions on Graphics (TOG)
Building Rome on a cloudless day
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Non-rigid dense correspondence with applications for image enhancement
ACM SIGGRAPH 2011 papers
ACM SIGGRAPH 2011 papers
Collaborative personalization of image enhancement
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Learning photographic global tonal adjustment with a database of input/output image pairs
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
IEEE Transactions on Image Processing
Patchmatch: a fast randomized matching algorithm with application to image and video
Patchmatch: a fast randomized matching algorithm with application to image and video
Transfusive image manipulation
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Coherent intrinsic images from photo collections
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Match graph construction for large image databases
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
PATCHMATCHGRAPH: building a graph of dense patch correspondences for label transfer
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
"Clustering by composition": unsupervised discovery of image categories
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Fast and Stable Color Balancing for Images and Augmented Reality
3DIMPVT '12 Proceedings of the 2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission
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With dozens or even hundreds of photos in today's digital photo albums, editing an entire album can be a daunting task. Existing automatic tools operate on individual photos without ensuring consistency of appearance between photographs that share content. In this paper, we present a new method for consistent editing of photo collections. Our method automatically enforces consistent appearance of images that share content without any user input. When the user does make changes to selected images, these changes automatically propagate to other images in the collection, while still maintaining as much consistency as possible. This makes it possible to interactively adjust an entire photo album in a consistent manner by manipulating only a few images. Our method operates by efficiently constructing a graph with edges linking photo pairs that share content. Consistent appearance of connected photos is achieved by globally optimizing a quadratic cost function over the entire graph, treating user-specified edits as constraints in the optimization. The optimization is fast enough to provide interactive visual feedback to the user. We demonstrate the usefulness of our approach using a number of personal and professional photo collections, as well as internet collections.