Recovering Surface Layout from an Image
International Journal of Computer Vision
Occlusion Boundaries from Motion: Low-Level Detection and Mid-Level Reasoning
International Journal of Computer Vision
Segmentation using Appearance of Mesostructure Roughness
International Journal of Computer Vision
Perception-based image segmentation using the bounded irregular pyramid
Proceedings of the 29th DAGM conference on Pattern recognition
Digital libraries and digitised maps: an early overview of the DIGMAP project
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
A label field fusion Bayesian model and its penalized maximum rand estimator for image segmentation
IEEE Transactions on Image Processing
Fast interactive image segmentation by discriminative clustering
Proceedings of the 2010 ACM multimedia workshop on Mobile cloud media computing
Simultaneous segmentation and figure/ground organization using angular embedding
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Boundary detection using f-measure-, filter- and feature- (F3) boost
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
On parameter learning in CRF-based approaches to object class image segmentation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Recovering Occlusion Boundaries from an Image
International Journal of Computer Vision
Globally optimal image partitioning by multicuts
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Segmentation of Natural Images by Texture and Boundary Compression
International Journal of Computer Vision
A new perception-based segmentation approach using combinatorial pyramids
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Natural image segmentation with adaptive texture and boundary encoding
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Indoor segmentation and support inference from RGBD images
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
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
Graph-based joint clustering of fixations and visual entities
ACM Transactions on Applied Perception (TAP)
SLEDGE: Sequential Labeling of Image Edges for Boundary Detection
International Journal of Computer Vision
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This paper presents a low-level system for boundary extraction and segmentation of natural images and the evaluation of its performance. We study the problem in the framework of hierarchical classification, where the geometric structure of an image can be represented by an ultrametric contour map, the soft boundary image associated to a family of nested segmentations. We define generic ultrametric distances by integrating local contour cues along the regions boundaries and combining this information with region attributes. Then, we evaluate quantitatively our results with respect to ground-truth segmentation data, proving that our system outperforms significantly two widely used hierarchical segmentation techniques, as well as the state of the art in local edge detection.