What Is the Set of Images of an Object Under All Possible Illumination Conditions?
International Journal of Computer Vision
Automatic Detection of Human Nudes
International Journal of Computer Vision - 1998 Marr Prize
A Trainable System for Object Detection
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Example-Based Object Detection in Images by Components
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic Methods for Finding People
International Journal of Computer Vision
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying
IEEE Transactions on Pattern Analysis and Machine Intelligence
Indexing Flower Patent Images Using Domain Knowledge
IEEE Intelligent Systems
Learning to Parse Pictures of People
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Shape Models and Object Recognition
Shape, Contour and Grouping in Computer Vision
Finding Objects by Grouping Primitives
Shape, Contour and Grouping in Computer Vision
Representations for Recognition Under Variable Illumination
Shape, Contour and Grouping in Computer Vision
A Formal-Physical Agenda for Recognition
Shape, Contour and Grouping in Computer Vision
Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
CLAIRE: A modular support vector image indexing and classification system
ACM Transactions on Information Systems (TOIS)
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
A survey of advances in vision-based human motion capture and analysis
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Human Pose Estimation Using Partial Configurations and Probabilistic Regions
International Journal of Computer Vision
Feature hiding in 3D human body scans
Information Visualization - Special issue on visual analysis of human dynamics
Naked image detection based on adaptive and extensible skin color model
Pattern Recognition
Supervised Learning of Semantic Classes for Image Annotation and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognition of Pornographic Web Pages by Classifying Texts and Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Towards musical query-by-semantic-description using the CAL500 data set
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
An adult image identification system employing image retrieval technique
Pattern Recognition Letters
Learning semantic object parts for object categorization
Image and Vision Computing
A hybrid algorithm for tracking and following people using a robotic dog
Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction
Recognition of articulated roberts in the RoboCup domain
Machine Graphics & Vision International Journal
Automatic image annotation via local multi-label classification
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A Performance Evaluation of Single and Multi-feature People Detection
Proceedings of the 30th DAGM symposium on Pattern Recognition
Augmented Privacy with Virtual Humans
Digital Human Modeling
Histogram of oriented rectangles: A new pose descriptor for human action recognition
Image and Vision Computing
ICCS '09 Proceedings of the 9th International Conference on Computational Science: Part I
Label to region by bi-layer sparsity priors
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Composition of MPEG-7 visual descriptors for detecting adult images on the internet
HSI'03 Proceedings of the 2nd international conference on Human.society@internet
Human action recognition using distribution of oriented rectangular patches
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Visual content representation using semantically similar visual words
Expert Systems with Applications: An International Journal
Cross-Articulation learning for robust detection of pedestrians
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Maximum likelihood estimates for object detection using multiple detectors
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A privacy algorithm for 3d human body scans
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Real-time viewpoint-invariant hand localization with cluttered backgrounds
Image and Vision Computing
Visual trigger templates for knowledge-based indexing
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
2D Articulated Human Pose Estimation and Retrieval in (Almost) Unconstrained Still Images
International Journal of Computer Vision
Label-to-region with continuity-biased bi-layer sparsity priors
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
| Hi-index | 0.00 |
This paper describes a representation for people and animals, called a body plan, which is adapted to segmentation and to recognition in complex environments. The representation is an organized collection of grouping hints obtained from a combination of constraints on color and texture and constraints on geometric properties such as the structure of individual parts and the relationships between parts. Body plans can be learned from image data, using established statistical learning techniques. The approach is illustrated with two examples of programs that successfully use body plans for recognition: one example involves determining whether a picture contains a scantily clad human, using a body plan built by hand; the other involves determining whether a picture contains a horse, using a body plan learned from image data. In both cases, the system demonstrates excellent performance on large, uncontrolled test sets and very large and diverse control sets.