Using Multi-view Recognition and Meta-data Annotation to Guide a Robot's Attention
International Journal of Robotics Research
Information processing for live photo mosaic with a group of wireless image sensors
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
MAP estimation of semi-metric MRFs via hierarchical graph cuts
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Scene alignment by SIFT flow for video summarization
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Belief propagation optical flow for high-resolution image morphing
ACM SIGGRAPH 2010 Posters
A comparative study of image retargeting
ACM SIGGRAPH Asia 2010 papers
Multi-modal multi-correlation person-centric news retrieval
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A data-driven approach for event prediction
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Modeling and analysis of dynamic behaviors of web image collections
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Superparsing: scalable nonparametric image parsing with superpixels
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
The generalized patchmatch correspondence algorithm
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Region flow: a multi-stage method for colonoscopy tracking
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
A Database and Evaluation Methodology for Optical Flow
International Journal of Computer Vision
Non-rigid dense correspondence with applications for image enhancement
ACM SIGGRAPH 2011 papers
Geolocation of Multiple Targets from Airborne Video Without Terrain Data
Journal of Intelligent and Robotic Systems
Non-rigid multi-modal registration of coronary arteries using SIFTflow
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Biologically inspired path execution using SURF flow in robot navigation
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Evaluation of facial reconstructive surgery on patients with facial palsy using optical strain
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Efficient and robust alignment of unsynchronized video sequences
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Object flow: learning object displacement
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Using eye-tracking to assess different image retargeting methods
Proceedings of the ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization
Simultaneous Camera Pose and Correspondence Estimation with Motion Coherence
International Journal of Computer Vision
Real-Time Facial Feature Tracking on a Mobile Device
International Journal of Computer Vision
Estimating poses of world's photos with geographic metadata
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Transfusive image manipulation
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Hierarchical Classifiers for Robust Topological Robot Localization
Journal of Intelligent and Robotic Systems
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Context-based automatic local image enhancement
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Annotation propagation in large image databases via dense image correspondence
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Dynamic distortion maps for image retargeting
Journal of Visual Communication and Image Representation
Tensor-SIFT Based Earth Mover's Distance for Contour Tracking
Journal of Mathematical Imaging and Vision
Label transfer exploiting three-dimensional structure for semantic segmentation
Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications
Image registration using BP-SIFT
Journal of Visual Communication and Image Representation
Navigation toward non-static target object using footprint detection based tracking
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Detecting changes in images of street scenes
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Spot the differences: from a photograph burst to the single best picture
Proceedings of the 21st ACM international conference on Multimedia
Inverse image editing: recovering a semantic editing history from a before-and-after image pair
ACM Transactions on Graphics (TOG)
PatchNet: a patch-based image representation for interactive library-driven image editing
ACM Transactions on Graphics (TOG)
Data-driven hallucination of different times of day from a single outdoor photo
ACM Transactions on Graphics (TOG)
Object class detection: A survey
ACM Computing Surveys (CSUR)
Data-driven interactive 3D medical image segmentation based on structured patch model
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Learning structured visual dictionary for object tracking
Image and Vision Computing
Special Section on CAD/Graphics 2013: Confidence-driven image co-matting
Computers and Graphics
Genetic programming as strategy for learning image descriptor operators
Intelligent Data Analysis
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations
International Journal of Computer Vision
Hi-index | 0.00 |
While image registration has been studied in different areas of computer vision, aligning images depicting different scenes remains a challenging problem, closer to recognition than to image matching. Analogous to optical flow, where an image is aligned to its temporally adjacent frame, we propose SIFT flow, a method to align an image to its neighbors in a large image collection consisting of a variety of scenes. For a query image, histogram intersection on a bag-of-visual-words representation is used to find the set of nearest neighbors in the database. The SIFT flow algorithm then consists of matching densely sampled SIFT features between the two images, while preserving spatial discontinuities. The use of SIFT features allows robust matching across different scene/object appearances and the discontinuity-preserving spatial model allows matching of objects located at different parts of the scene. Experiments show that the proposed approach is able to robustly align complicated scenes with large spatial distortions. We collect a large database of videos and apply the SIFT flow algorithm to two applications: (i) motion field prediction from a single static image and (ii) motion synthesis via transfer of moving objects.