Visual navigation with a neural network
Neural Networks
Neural computation of pattern motion: modeling stages of motion analysis in the primate visual cortex
Distributed representation and analysis of visual motion
Distributed representation and analysis of visual motion
Three-dimensional computer vision: a geometric viewpoint
Three-dimensional computer vision: a geometric viewpoint
Digital video processing
Computation and analysis of image motion: a synopsis of current problems and methods
International Journal of Computer Vision
A new minimum variance region growing algorithm for image segmentation
Pattern Recognition Letters
Cortical dynamics of three-dimensional surface perception: binocular and half-occluded scenic images
Transactions of the Society for Computer Simulation International - Special issue: simulation methodology in transportation systems
The handbook of brain theory and neural networks
Motion perception: self-organization
The handbook of brain theory and neural networks
Picture Segmentation by a Tree Traversal Algorithm
Journal of the ACM (JACM)
Measurement of Visual Motion
Robot Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
On Visual Ambiguities Due to Transparency in Motion and Stereo
ECCV '92 Proceedings of the Second European Conference on Computer Vision
Towards More Realistic Self Contained Models of Neurons: High-Order, Recurrence and Local Learning
IWANN '93 Proceedings of the International Workshop on Artificial Neural Networks: New Trends in Neural Computation
Local Accumulation of Persistent Activity at Synaptic Level: Application to Motion Analysis
IWANN '96 Proceedings of the International Workshop on Artificial Neural Networks: From Natural to Artificial Neural Computation
Motion-Driven Segmentation by Competitive Neural Processing
Neural Processing Letters
Motion-based stereovision method with potential utility in robot navigation
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Visual surveillance by dynamic visual attention method
Pattern Recognition
Stereovision depth analysis by two-dimensional motion charge memories
Pattern Recognition Letters
Dynamic visual attention model in image sequences
Image and Vision Computing
Active video surveillance based on stereo and infrared imaging
EURASIP Journal on Advances in Signal Processing
The Underlying Formal Model of Algorithmic Lateral Inhibition in Motion Detection
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
Revisiting Algorithmic Lateral Inhibition and Accumulative Computation
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
Real-time motion detection by lateral inhibition in accumulative computation
Engineering Applications of Artificial Intelligence
A model of dynamic visual attention for object tracking in natural image sequences
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Step-by-step description of lateral interaction in accumulative computation
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Tracking of moving targets in video sequences
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
Sensitivity from short-term memory vs. stability from long-term memory in visual attention method
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Accumulative computation method for motion features extraction in active selective visual attention
WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
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
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A neural network model called lateral interaction in accumulative computation for detection of non-rigid objects from motion of any of their parts in indefinite sequences of images is presented. Some biological evidences inspire the model. After introducing the model, the complete multi-layer neural architecture is offered in this paper. The architecture consists of four layers that perform segmentation by gray level bands, accumulative charge computation, charge redistribution by gray level bands and moving object fusion. The lateral interaction in accumulative computation associated learning algorithm is also introduced. Some examples that explain the usefulness of the system we propose are shown at the end of this article.