Floating search methods in feature selection
Pattern Recognition Letters
Comparing images using color coherence vectors
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
SIGMA: A Knowledge-Based Aerial Image Understanding System
SIGMA: A Knowledge-Based Aerial Image Understanding System
Object Recognition from Local Scale-Invariant Features
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
A Cognitive Vision Platform for Automatic Recognition of Natural Complex Objects
ICTAI '03 Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence
Qualitative Spatial Representation and Reasoning: An Overview
Fundamenta Informaticae - Qualitative Spatial Reasoning
Structured knowledge representation for image retrieval
Journal of Artificial Intelligence Research
Towards ontology based cognitive vision
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
A weakly supervised approach for semantic image indexing and retrieval
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
A cognitive vision approach to early pest detection in greenhouse crops
Computers and Electronics in Agriculture
Learning ontology rules for semantic video annotation
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
Ontological recommendation multi-agent for Tainan City travel
Expert Systems with Applications: An International Journal
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Bounded transparency for automated inspection in agriculture
Computers and Electronics in Agriculture
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
Semantic image interpretation of gamma ray profiles in petroleum exploration
Expert Systems with Applications: An International Journal
Event detection and recognition for semantic annotation of video
Multimedia Tools and Applications
Human-computer interaction for the generation of image processing applications
International Journal of Human-Computer Studies
Semantic hierarchies for image annotation: A survey
Pattern Recognition
An iterative approach to build relevant ontology-aware data-driven models
Information Sciences: an International Journal
Ontology and algorithms integration for image analysis
MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
Biological models for active vision: towards a unified architecture
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 1 of 2
Hi-index | 0.00 |
This paper presents a new approach for object categorization involving the following aspects of cognitive vision: learning, recognition and knowledge representation. A major element of our approach is a visual concept ontology composed of several types of concepts (spatial concepts and relations, color concepts and texture concepts). Visual concepts contained in this ontology can be seen as an intermediate layer between domain knowledge and image processing procedures. Machine learning techniques are used to solve the symbol grounding problem (i.e. linking meaningfully symbols to sensory information). This paper shows, how a new object categorization system is set up by a knowledge acquisition and learning phase and then used by an object categorization phase.