Hierarchical interactive image segmentation using irregular pyramids
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Image smoothing via L0 gradient minimization
Proceedings of the 2011 SIGGRAPH Asia Conference
Computational-geometry approach to digital image contour extraction
Transactions on computational science XIII
A Bayesian approach for scene interpretation with integrated hierarchical structure
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Dirichlet Gaussian mixture model: Application to image segmentation
Image and Vision Computing
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Fast adaptive edge-aware mask generation
Proceedings of Graphics Interface 2012
NPAR '12 Proceedings of the Symposium on Non-Photorealistic Animation and Rendering
MDS-based segmentation model for the fusion of contour and texture cues in natural images
Computer Vision and Image Understanding
Image segmentation with BYY-RPCL framework
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Structure extraction from texture via relative total variation
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Silhouette-aware warping for image-based rendering
EGSR'11 Proceedings of the Twenty-second Eurographics conference on Rendering
Multi-level Low-rank Approximation-based Spectral Clustering for image segmentation
Pattern Recognition Letters
Using structural patches tiling to guide human head-shoulder segmentation
Proceedings of the 20th ACM international conference on Multimedia
Making use of eye tracking information in image collection creation and region annotation
Proceedings of the 20th ACM international conference on Multimedia
Clustering via geometric median shift over Riemannian manifolds
Information Sciences: an International Journal
Image-based irregular needling embroidery rendering
Proceedings of the 5th International Symposium on Visual Information Communication and Interaction
A collaborative decision-making model for orientation detection
Applied Soft Computing
Improving HOG with image segmentation: application to human detection
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
A particle filter framework for contour detection
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
Automatic segmentation of unknown objects, with application to baggage security
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Supervised geodesic propagation for semantic label transfer
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Continuous markov random fields for robust stereo estimation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
A new biologically inspired color image descriptor
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Fast planar correlation clustering for image segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
SEEDS: superpixels extracted via energy-driven sampling
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Learning-Based symmetry detection in natural images
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Loss-specific training of non-parametric image restoration models: a new state of the art
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Shape sharing for object segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Efficient closed-form solution to generalized boundary detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Supervised assessment of segmentation hierarchies
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Climbing: a unified approach for global constraints on hierarchical segmentation
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Contour detection by CORF operator
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Matching optimization based on KLT algorithm in natural feature tracking of augmented reality
Proceedings of the 11th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry
On the use of regions for semantic image segmentation
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Multi-frequency transformation for edge detection
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
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
A hierarchical image segmentation algorithm based on an observation scale
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
An orientation detection model based on fitting from multiple local hypotheses
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Spectral Image Segmentation Using Image Decomposition and Inner Product-Based Metric
Journal of Mathematical Imaging and Vision
Novel initialization scheme for Fuzzy C-Means algorithm on color image segmentation
Applied Soft Computing
Part-based object detection into a hierarchy of image segmentations combining color and topology
Pattern Recognition Letters
A genetic algorithm for color image segmentation
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Multiscale edge detection based on Gaussian smoothing and edge tracking
Knowledge-Based Systems
Graph-based joint clustering of fixations and visual entities
ACM Transactions on Applied Perception (TAP)
Skin lesion image segmentation using a color genetic algorithm
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A Swarm Intelligence inspired algorithm for contour detection in images
Applied Soft Computing
Improving the stochastic watershed
Pattern Recognition Letters
Joint kernel learning for supervised image segmentation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
A noise tolerant watershed transformation with viscous force for seeded image segmentation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Online learning for fast segmentation of moving objects
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Region segmentation and object extraction based on virtual edge and global features
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
The drawing assistant: automated drawing guidance and feedback from photographs
Proceedings of the 26th annual ACM symposium on User interface software and technology
Visual object analysis using regions and interest points
Proceedings of the 21st ACM international conference on Multimedia
A finite mixture model for detail-preserving image segmentation
Signal Processing
3-Sweep: extracting editable objects from a single photo
ACM Transactions on Graphics (TOG)
PatchNet: a patch-based image representation for interactive library-driven image editing
ACM Transactions on Graphics (TOG)
SLEDGE: Sequential Labeling of Image Edges for Boundary Detection
International Journal of Computer Vision
International Journal of Computer Vision
Selective Search for Object Recognition
International Journal of Computer Vision
Break and conquer: efficient correlation clustering for image segmentation
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
Anytime perceptual grouping of 2D features into 3D basic shapes
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
On the impact of anisotropic diffusion on edge detection
Pattern Recognition
Global-local optimizations by hierarchical cuts and climbing energies
Pattern Recognition
Tagging-by-search: automatic image region labeling using gaze information obtained from image search
Proceedings of the 19th international conference on Intelligent User Interfaces
A Mathematical Model of Retinal Ganglion Cells and Its Applications in Image Representation
Neural Processing Letters
Efficient segmentation of leaves in semi-controlled conditions
Machine Vision and Applications
Segmentation of color images using a linguistic 2-tuples model
Information Sciences: an International Journal
Activity representation with motion hierarchies
International Journal of Computer Vision
Hi-index | 0.14 |
This paper investigates two fundamental problems in computer vision: contour detection and image segmentation. We present state-of-the-art algorithms for both of these tasks. Our contour detector combines multiple local cues into a globalization framework based on spectral clustering. Our segmentation algorithm consists of generic machinery for transforming the output of any contour detector into a hierarchical region tree. In this manner, we reduce the problem of image segmentation to that of contour detection. Extensive experimental evaluation demonstrates that both our contour detection and segmentation methods significantly outperform competing algorithms. The automatically generated hierarchical segmentations can be interactively refined by user-specified annotations. Computation at multiple image resolutions provides a means of coupling our system to recognition applications.