Scale-Space and Edge Detection Using Anisotropic Diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Space variant image processing
International Journal of Computer Vision
Matrix computations (3rd ed.)
Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling
International Journal of Computer Vision
Interactive segmentation with Intelligent Scissors
Graphical Models and Image Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multigrid
Image Segmentation by Data-Driven Markov Chain Monte Carlo
IEEE Transactions on Pattern Analysis and Machine Intelligence
Solving Linear Systems on Vector and Shared Memory Computers
Solving Linear Systems on Vector and Shared Memory Computers
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Factorization Approach to Grouping
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
Linear algebra operators for GPU implementation of numerical algorithms
ACM SIGGRAPH 2003 Papers
Sparse matrix solvers on the GPU: conjugate gradients and multigrid
ACM SIGGRAPH 2003 Papers
Graph Partition by Swendsen-Wang Cuts
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Space-variant computer vision: a graph-theoretic approach
Space-variant computer vision: a graph-theoretic approach
ACM SIGGRAPH 2004 Papers
"GrabCut": interactive foreground extraction using iterated graph cuts
ACM SIGGRAPH 2004 Papers
Colorization using optimization
ACM SIGGRAPH 2004 Papers
An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multilabel Random Walker Image Segmentation Using Prior Models
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
A Multilevel Banded Graph Cuts Method for Fast Image Segmentation
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Isoperimetric Graph Partitioning for Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Isoperimetric Partitioning: A New Algorithm for Graph Partitioning
SIAM Journal on Scientific Computing
Graph-Theoretical Methods for Detecting and Describing Gestalt Clusters
IEEE Transactions on Computers
Shape representation and classification using the Poisson equation
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Faster graph-theoretic image processing via small-world and quadtree topologies
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
IEEE Transactions on Image Processing
International Journal of Computer Vision
Random walks for mesh denoising
Proceedings of the 2007 ACM symposium on Solid and physical modeling
Soft scissors: an interactive tool for realtime high quality matting
ACM SIGGRAPH 2007 papers
A linear work, O(n1/6) time, parallel algorithm for solving planar Laplacians
SODA '07 Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms
Fast mesh segmentation using random walks
Proceedings of the 2008 ACM symposium on Solid and physical modeling
Saliency model-based face segmentation and tracking in head-and-shoulder video sequences
Journal of Visual Communication and Image Representation
Extracting depth and matte using a color-filtered aperture
ACM SIGGRAPH Asia 2008 papers
Random walks for feature-preserving mesh denoising
Computer Aided Geometric Design
Combination of Multiple Segmentations by a Random Walker Approach
Proceedings of the 30th DAGM symposium on Pattern Recognition
Weights and Topology: A Study of the Effects of Graph Construction on 3D Image Segmentation
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Estimation of Ground-Glass Opacity Measurement in CT Lung Images
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Ensemble Combination for Solving the Parameter Selection Problem in Image Segmentation
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Graph-based tools for microscopic cellular image segmentation
Pattern Recognition
A Transductive Learning Method for Interactive Image Segmentation
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting
International Journal of Computer Vision
Graph nodes clustering with the sigmoid commute-time kernel: A comparative study
Data & Knowledge Engineering
Fast dynamic reranking in large graphs
Proceedings of the 18th international conference on World wide web
ACM SIGGRAPH 2009 papers
Graph matching using the interference of discrete-time quantum walks
Image and Vision Computing
Rapid and effective segmentation of 3D models using random walks
Computer Aided Geometric Design
Interactive segmentation framework of the Medical Imaging Interaction Toolkit
Computer Methods and Programs in Biomedicine
RSLDI: Restoration of single-sided low-quality document images
Pattern Recognition
Interactive Object Segmentation System from a Video Sequence
Proceedings of the Symposium on Human Interface 2009 on Human Interface and the Management of Information. Information and Interaction. Part II: Held as part of HCI International 2009
Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Hierarchical Pairwise Segmentation Using Dominant Sets and Anisotropic Diffusion Kernels
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Tracking as Segmentation of Spatial-Temporal Volumes by Anisotropic Weighted TV
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Editorial: Interactive imaging and vision-Ideas, algorithms and applications
Pattern Recognition
Interactive natural image segmentation via spline regression
IEEE Transactions on Image Processing
A Fully Automatic Random Walker Segmentation for Skin Lesions in a Supervised Setting
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Sub-pixel Segmentation with the Image Foresting Transform
IWCIA '09 Proceedings of the 13th International Workshop on Combinatorial Image Analysis
Collapses and Watersheds in Pseudomanifolds
IWCIA '09 Proceedings of the 13th International Workshop on Combinatorial Image Analysis
Multi-label MRF Optimization via a Least Squares s - t Cut
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Optimal Weights for Convex Functionals in Medical Image Segmentation
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Interactive rotoscoping through scale-space random walks
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Interactive polygons in region-based deformable contours for medical images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Graph-based knowledge-driven discrete segmentation of the left ventricle
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Non-invasive differential diagnosis of dental periapical lesions in cone-beam CT
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Image segmentation using scale-space random walks
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
A speed-up algorithm for Poisson propagation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A shadow elimination method for vehicle analysis based on random walk
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Spatially Varying Mixtures Incorporating Line Processes for Image Segmentation
Journal of Mathematical Imaging and Vision
Natural and seamless image composition with color control
IEEE Transactions on Image Processing
Interactive image segmentation using probabilistic hypergraphs
Pattern Recognition
Efficient graph cuts for multiclass interactive image segmentation
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Quantization-based clustering algorithm
Pattern Recognition
Segmentation of 4D cardiac MRI: Automated method based on spatio-temporal watershed cuts
Image and Vision Computing
Semi-supervised prostate cancer segmentation with multispectral MRI
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Geodesic image and video editing
ACM Transactions on Graphics (TOG)
Diffusion maps for edge-aware image editing
ACM SIGGRAPH Asia 2010 papers
User-friendly interactive image segmentation through unified combinatorial user inputs
IEEE Transactions on Image Processing
CO3 for ultra-fast and accurate interactive segmentation
Proceedings of the international conference on Multimedia
Hierarchical Diagonal Blocking and Precision Reduction Applied to Combinatorial Multigrid
Proceedings of the 2010 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis
Archive film restoration based on spatiotemporal random walks
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Enhancing interactive image segmentation with automatic label set augmentation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Prostate cancer segmentation using multispectral random walks
MICCAI'10 Proceedings of the 2010 international conference on Prostate cancer imaging: computer-aided diagnosis, prognosis, and intervention
Artwork 3D model database indexing and classification
Pattern Recognition
Normalized Cuts Revisited: A Reformulation for Segmentation with Linear Grouping Constraints
Journal of Mathematical Imaging and Vision
Learning an interactive segmentation system
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Fast random walker with priors using precomputation for interactive medical image segmentation
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Cellular automata segmentation of brain tumors on post contrast MR images
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Probabilistic multi-shape representation using an isometric log-ratio mapping
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Understanding the optics to aid microscopy image segmentation
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
Object tracking and segmentation in a closed loop
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
A graph-based framework for sub-pixel image segmentation
Theoretical Computer Science
Harmonic field based volume model construction from triangle soup
Journal of Computer Science and Technology
Simultaneous multi-object segmentation using local robust statistics and contour interaction
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
A convex image segmentation: extending graph cuts and closed-form matting
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Image segmentation fusion using general ensemble clustering methods
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Graph-based methods for the automatic annotation and retrieval of art prints
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Content-based image retrieval with relevance feedback using random walks
Pattern Recognition
Short Communication to SMI 2011: CAD mesh model segmentation by clustering
Computers and Graphics
Generalized hard constraints for graph segmentation
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Image foresting transform: on-the-fly computation of segmentation boundaries
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Surface reconstruction using power watershed
ISMM'11 Proceedings of the 10th international conference on Mathematical morphology and its applications to image and signal processing
Venous tree separation in the liver: graph partitioning using a non-ising model
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Global relabeling for continuous optimization in binary image segmentation
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Interactive segmentation with super-labels
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Detachable object detection with efficient model selection
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Image segmentation based on electrical proximity in a resistor-capacitor network
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Automating image segmentation verification and validation by learning test oracles
Information and Software Technology
Carving: scalable interactive segmentation of neural volume electron microscopy images
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Random walks for deformable image registration
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Regurgitation quantification using 3D PISA in volume echocardiography
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Active learning for interactive 3d image segmentation
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Robust skull stripping of clinical Glioblastoma multiforme data
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
An interactive editing framework for electron microscopy image segmentation
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
MICCAI'11 Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions
Interactive image segmentation by matching attributed relational graphs
Pattern Recognition
Computer Vision and Image Understanding
Seamless image composition with coherent tone adjustment
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Quadratic nonnegative matrix factorization
Pattern Recognition
Graph-Cut Energy Minimization for Object Extraction in MRCP Medical Images
Journal of Medical Systems
Dynamic curve color model for image matting
Pattern Recognition Letters
Variational mesh decomposition
ACM Transactions on Graphics (TOG)
Transductive segmentation of textured meshes
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Iterated graph cuts for image segmentation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Depth map up-sampling using random walk
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Pedestrian image segmentation via shape-prior constrained random walks
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Segmenting focused objects based on the Amplitude Decomposition Model
Pattern Recognition Letters
IVUS-histology image registration
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
Computer Methods and Programs in Biomedicine
EGSR'08 Proceedings of the Nineteenth Eurographics conference on Rendering
Fast and smooth interactive segmentation of medical images using variational interpolation
EG VCBM'10 Proceedings of the 2nd Eurographics conference on Visual Computing for Biology and Medicine
Quantum walks: a comprehensive review
Quantum Information Processing
User-Centric Learning and Evaluation of Interactive Segmentation Systems
International Journal of Computer Vision
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
Fast parameter sensitivity analysis of PDE-based image processing methods
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Evaluating segmentation error without ground truth
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Prior knowledge, random walks and human skeletal muscle segmentation
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Closed-Form relaxation for MRF-MAP tissue classification using discrete laplace equations
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Artistic image classification: an analysis on the PRINTART database
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Probexplorer: uncertainty-guided exploration and editing of probabilistic medical image segmentation
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Joint estimation of segmentation and structure from motion
Computer Vision and Image Understanding
A stochastic image denoising algorithm using 3-D block filtering under a non-local means framework
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Contrast enhancement in wavelet domain for graph-based segmentation in medical imaging
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Segmentation of clustered nuclei based on curvature weighting
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Image matting for fusion of multi-focus images in dynamic scenes
Information Fusion
Texture aware image segmentation using graph cuts and active contours
Pattern Recognition
Depth from Refraction Using a Transparent Medium with Unknown Pose and Refractive Index
International Journal of Computer Vision
An interactive lung field segmentation scheme with automated capability
Digital Signal Processing
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
Active learning for interactive segmentation with expected confidence change
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Computer Vision and Image Understanding
Automatic selection of regions of interest in a video by a depth-color image matting
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications
Computers and Electrical Engineering
Fiber connectivity integrated brain activation detection
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
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
Semi-Supervised learning using random walk limiting probabilities
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Object information based interactive segmentation for fatty tissue extraction
Computers in Biology and Medicine
Integrating tracking with fine object segmentation
Image and Vision Computing
Learning graph laplacian for image segmentation
Transactions on Computational Science XIX
Visualizing brand associations from web community photos
Proceedings of the 7th ACM international conference on Web search and data mining
Random walks in directed hypergraphs and application to semi-supervised image segmentation
Computer Vision and Image Understanding
TouchCut: Fast image and video segmentation using single-touch interaction
Computer Vision and Image Understanding
QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases
Information Sciences: an International Journal
Human limb segmentation in depth maps based on spatio-temporal Graph-cuts optimization
Journal of Ambient Intelligence and Smart Environments
Noise-adaptive shape reconstruction from raw point sets
SGP '13 Proceedings of the Eleventh Eurographics/ACMSIGGRAPH Symposium on Geometry Processing
| Hi-index | 0.14 |
A novel method is proposed for performing multilabel, interactive image segmentation. Given a small number of pixels with user-defined (or predefined) labels, one can analytically and quickly determine the probability that a random walker starting at each unlabeled pixel will first reach one of the prelabeled pixels. By assigning each pixel to the label for which the greatest probability is calculated, a high-quality image segmentation may be obtained. Theoretical properties of this algorithm are developed along with the corresponding connections to discrete potential theory and electrical circuits. This algorithm is formulated in discrete space (i.e., on a graph) using combinatorial analogues of standard operators and principles from continuous potential theory, allowing it to be applied in arbitrary dimension on arbitrary graphs.