Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
A Theory of Multiscale, Curvature-Based Shape Representation for Planar Curves
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural network implementation using reconfigurable architectures
Selected papers from the Oxford 1993 international workshop on field programmable logic and applications on More FPGAs
Introduction to MPEG-7: Multimedia Content Description Interface
Introduction to MPEG-7: Multimedia Content Description Interface
Hybrid Morphology Processing Unit Architecture for Moving Object Segmentation Systems
Journal of VLSI Signal Processing Systems
The Neighboring Pixel Representation for Efficient Binary Image Processing Operations
PARELEC '06 Proceedings of the international symposium on Parallel Computing in Electrical Engineering
Overview of the MPEG-7 standard
IEEE Transactions on Circuits and Systems for Video Technology
A programmable analog neural network processor
IEEE Transactions on Neural Networks
A stochastic neural model for fast classification of binary images
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Real-time visual content description system based on MPEG-7 descriptors
Multimedia Tools and Applications
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The paper presents a real-time shape description system based on MPEG-7 standard descriptors. The proposed system architecture is used for description in real-time image object's shape basing on features such as contour and occupied region. The proposed hardware architecture splits the computational burden into several processes where calculations of mentioned object's features are made simultaneously in order to improve system's speed. A novel approximation method for estimation of peak's height in the curvature scale space (CSS) representation of the shape as well as the artificial neural network (ANN) used in system development process for generalization of the data samples received from the approximation module. These methods make hardware realizations of main computational-consuming modules of the system more time efficient.