On Straight Line Segment Detection
Journal of Mathematical Imaging and Vision
Region Based Visual Object Categorization Using Segment Features and Polynomial Modeling
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Morphological multiscale decomposition of connected regions with emphasis on cell clusters
Computer Vision and Image Understanding
A-contrario Detectability of Spots in Textured Backgrounds
Journal of Mathematical Imaging and Vision
Mumford-Shah regularizer with contextual feedback
Journal of Mathematical Imaging and Vision
Computer Vision: A Plea for a Constructivist View
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Morphological Shape Context: Semi-locality and Robust Matching in Shape Recognition
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Processing of Microarray Images
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A-contrario localization of epileptogenic zones in SPECT images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Interaction of control and knowledge in a structural recognition system
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
A decision step for shape context matching
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A contrario hierarchical image segmentation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Advanced hough transform using a multilayer fractional fourier method
IEEE Transactions on Image Processing
On helmholtz's principle for documents processing
Proceedings of the 10th ACM symposium on Document engineering
Searching aligned groups of objects with fuzzy criteria
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
what is the chance of happening: a new way to predict where people look
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Human action recognition in video by 'meaningful' poses
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
How to overcome perceptual aliasing in ASIFT?
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Multiple clues for license plate detection and recognition
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Automatically finding clusters in normalized cuts
Pattern Recognition
Wave interference for pattern description
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
A probabilistic grouping principle to go from pixels to visual structures
DGCI'11 Proceedings of the 16th IAPR international conference on Discrete geometry for computer imagery
EDLines: A real-time line segment detector with a false detection control
Pattern Recognition Letters
SIAM Journal on Optimization
SIAM Journal on Imaging Sciences
Blotch detection for film restoration
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Mesh segmentation and model extraction
Proceedings of the 7th international conference on Curves and Surfaces
On the semantics of object-oriented landmark recognition
Pattern Recognition and Image Analysis
Perceptually motivated morphological strategies for shape retrieval
Pattern Recognition
An a-contrario approach for obstacle detection in assistance driving systems
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Synergistic methods for using language in robotics
Proceedings of the Workshop on Performance Metrics for Intelligent Systems
EDCircles: A real-time circle detector with a false detection control
Pattern Recognition
A parameterless line segment and elliptical arc detector with enhanced ellipse fitting
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Adaptive line scratch detection in degraded films
Proceedings of the 9th European Conference on Visual Media Production
Beyond Independence: An Extension of the A Contrario Decision Procedure
International Journal of Computer Vision
A design-of-experiment based statistical technique for detection of key-frames
Multimedia Tools and Applications
Scene text recognition and tracking to identify athletes in sport videos
Multimedia Tools and Applications
Random walk distances in data clustering and applications
Advances in Data Analysis and Classification
Perceptually motivated shape context which uses shape interiors
Pattern Recognition
Adaptive structure from motion with a contrario model estimation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Color-to-gray based on chance of happening preservation
Neurocomputing
Local features and histogram based planar object recognition
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Accurate Junction Detection and Characterization in Natural Images
International Journal of Computer Vision
On the Role of Contrast and Regularity in Perceptual Boundary Saliency
Journal of Mathematical Imaging and Vision
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This book introduces the reader to a recent theory in Computer Vision yielding elementary techniques to analyse digital images. These techniques are inspired from and are a mathematical formalization of the Gestalt theory. Gestalt theory, which had never been formalized is a rigorous realm of vision psychology developped between 1923 and 1975. From the mathematical viewpoint the closest field to it is stochastic geometry, involving basic probability and statistics, in the context of image analysis. The authors maintain a public software, MegaWave, containing implementations of most of the image analysis techniques developped in the book. The book is intended for researchers and engineers. It is mathematically self-contained and requires only the basic notions in probability and calculus.