ACM SIGGRAPH 2007 papers
Recovering Surface Layout from an Image
International Journal of Computer Vision
3-D Depth Reconstruction from a Single Still Image
International Journal of Computer Vision
Inter-Image Statistics for 3D Environment Modeling
International Journal of Computer Vision
ACM SIGGRAPH 2008 posters
Object detection by global contour shape
Pattern Recognition
Putting Objects in Perspective
International Journal of Computer Vision
Segmentation and Recognition Using Structure from Motion Point Clouds
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Context Driven Focus of Attention for Object Detection
Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint
Robust Higher Order Potentials for Enforcing Label Consistency
International Journal of Computer Vision
Integrating Visual Context and Object Detection within a Probabilistic Framework
Attention in Cognitive Systems
Generating photo manipulation tutorials by demonstration
ACM SIGGRAPH 2009 papers
Using Multi-view Recognition and Meta-data Annotation to Guide a Robot's Attention
International Journal of Robotics Research
Webcam clip art: appearance and illuminant transfer from time-lapse sequences
ACM SIGGRAPH Asia 2009 papers
Make3D: depth perception from a single still image
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Depth estimation using monocular and stereo cues
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Shape-from-recognition: Recognition enables meta-data transfer
Computer Vision and Image Understanding
Using visual context and region semantics for high-level concept detection
IEEE Transactions on Multimedia - Special issue on integration of context and content
An edge-weighted centroidal Voronoi tessellation model for image segmentation
IEEE Transactions on Image Processing
A first glimpse of cryptography's Holy Grail
Communications of the ACM
Using the forest to see the trees: exploiting context for visual object detection and localization
Communications of the ACM
Adaptive 3-D scene construction from single image using extended object placement relation
Proceedings of the 8th International Conference on Virtual Reality Continuum and its Applications in Industry
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
Context saliency based image summarization
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
What Do the Sun and the Sky Tell Us About the Camera?
International Journal of Computer Vision
Superpixel analysis for object detection and tracking with application to UAV imagery
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
A framework for visual-context-aware object detection in still images
Computer Vision and Image Understanding
Learning contextual rules for priming object categories in images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Scene image segmentation based on perceptual organization
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A stochastic graph evolution framework for robust multi-target tracking
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Geometric image parsing in man-made environments
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Learning what and how of contextual models for scene labeling
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Superpixels and supervoxels in an energy optimization framework
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
A dynamic programming approach to reconstructing building interiors
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Category independent object proposals
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
A close-form iterative algorithm for depth inferring from a single image
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Context modeling in computer vision: techniques, implications, and applications
Multimedia Tools and Applications
Retrieving images of similar geometrical configuration
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Real-time photorealistic virtualized reality interface for remote mobile robot control
International Journal of Robotics Research
Interactively Co-segmentating Topically Related Images with Intelligent Scribble Guidance
International Journal of Computer Vision
A learning-based algorithm for geometric labeling of indoor images
TELE-INFO'06 Proceedings of the 5th WSEAS international conference on Telecommunications and informatics
ACM Transactions on Graphics (TOG)
Toward coherent object detection and scene layout understanding
Image and Vision Computing
3D modeling of haussmannian facades
MIRAGE'11 Proceedings of the 5th international conference on Computer vision/computer graphics collaboration techniques
Pedestrian detection with geometric context from a single image
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Improved feature extraction and matching in urban environments based on 3D viewpoint normalization
Computer Vision and Image Understanding
Sub-sampling: Real-time vision for micro air vehicles
Robotics and Autonomous Systems
Geometric Image Parsing in Man-Made Environments
International Journal of Computer Vision
Real-time estimation of 3D scene geometry from a single image
Pattern Recognition
Segmentation-based multi-class semantic object detection
Multimedia Tools and Applications
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Object Detection using Geometrical Context Feedback
International Journal of Computer Vision
A survey of graph theoretical approaches to image segmentation
Pattern Recognition
Bottom-up perceptual organization of images into object part hypotheses
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
People watching: human actions as a cue for single view geometry
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Indoor segmentation and support inference from RGBD images
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Scene semantics from long-term observation of people
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Shape sharing for object segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
An image representation method based on retina mechanism for the promotion of SIFT and segmentation
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Parameterized variety based view synthesis scheme for multi-view 3DTV
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Recognizing architecture styles by hierarchical sparse coding of blocklets
Information Sciences: an International Journal
Building facade detection, segmentation, and parameter estimation for mobile robot stereo vision
Image and Vision Computing
A flexible architecture for multi-view 3DTV based on uncalibrated cameras
Journal of Visual Communication and Image Representation
| Hi-index | 0.03 |
Many computer vision algorithms limit their performance by ignoring the underlying 3D geometric structure in the image. We show that we can estimate the coarse geometric properties of a scene by learning appearance-based models of geometric classes, even in cluttered natural scenes. Geometric classes describe the 3D orientation of an image region with respect to the camera. We provide a multiple-hypothesis framework for robustly estimating scene structure from a single image and obtaining confidences for each geometric label. These confidences can then be used to improve the performance of many other applications. We provide a thorough quantitative evaluation of our algorithm on a set of outdoor images and demonstrate its usefulness in two applications: object detection and automatic single-view reconstruction.