Direct Recovery of Three-Dimensional Scene Geometry From Binocular Stereo Disparity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchical stereo and motion correspondence using feature groupings
International Journal of Computer Vision
Knowledge engineering and management: the CommonKADS methodology
Knowledge engineering and management: the CommonKADS methodology
Local stereovision matching through the ADALINE neural network
Pattern Recognition Letters
Common KADS Library for Expertise Modelling
Common KADS Library for Expertise Modelling
Calculating Dense Disparity Maps from Color Stereo Images, an Efficient Implementation
International Journal of Computer Vision
3D Object recognition in cluttered environments by segment-based stereo vision
International Journal of Computer Vision
Non-parametric Local Transforms for Computing Visual Correspondence
ECCV '94 Proceedings of the Third European Conference-Volume II on Computer Vision - Volume II
Advances in Computational Stereo
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stereovision matching through support vector machines
Pattern Recognition Letters
Neural adaptive stereo matching
Pattern Recognition Letters
Computational Experiments with a Feature Based Stereo Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stereovision disparity analysis by two-dimensional motion charge map inspired in neurobiology
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Towards a Semi-automatic Situation Diagnosis System in Surveillance Tasks
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
Real-time motion detection by lateral inhibition in accumulative computation
Engineering Applications of Artificial Intelligence
Real-time human segmentation in infrared videos
Expert Systems with Applications: An International Journal
Agent-oriented modeling and development of a person-following mobile robot
Expert Systems with Applications: An International Journal
Mobile robot localization through identifying spatial relations from detected corners
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
Medical augment reality using a markerless registration framework
Expert Systems with Applications: An International Journal
| Hi-index | 12.06 |
Recently, the Algorithmic Lateral Inhibition (ALI) method and the Accumulative Computation (AC) method have proven to be efficient in modelling at the knowledge level for general-motion-detection tasks in video sequences. More precisely, the task of persistent motion detection has been widely expressed by means of the AC method, whereas the ALI method has been used with the objective of moving objects detection, labelling and further tracking. This paper exploits the current knowledge of our research team on the mentioned problem-solving methods to model the Stereovision-Correspondence-Analysis (SCA) task. For this purpose, ALI and AC methods are combined into the Lateral Inhibition in Accumulative Computation (LIAC) method. The four basic subtasks, namely ''LIAC 2D Charge-Memory Calculation'', ''LIAC 2D Charge-Disparity Analysis'' and ''LIAC 3D Charge-Memory Calculation'' in our proposal of SCA are described in detail by inferential CommonKADS schemes. It is shown that the LIAC method may perfectly be used to solve a complex task based on motion information inherent to binocular video sequences.