This paper presents a Neural Network Classifier to be implemented in corner detection of chain code series. The classifier directly uses chain code which is derived using Freeman chain code as training, testing and validation set. The steps of developing Neural Network Classifier are included in this paper. Comparison results between Neural Network Classifier corner detection and other computational corner detection are presented to show the reliability of the proposed classifier. This paper ends with the discussions on the implementation of proposed neural network in corner detection of chain code series. Experimental results have shown that the proposed network has good robustness and detection performance. This makes this method a great ...
Computer image processing often involves three processing stages : 1. detecting and extracting edges...
Abstract:- Analysing neural network edge detection (NNED) is being presented in a new method in orde...
[[abstract]]An efficient algorithm for corner detection is proposed in this paper. It utilizes the c...
IEEE International Conference on Neural Networks - Conference Proceedings42116-2120ICNN
Obtaining good quality image features is of remarkable importance for most computer vision tasks. It...
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics1661-666PICY
Discontinuity detection plays an important role in image analysis applications like image registrati...
Image recognition of line drawing involves feature extraction and feature comparison; works on the e...
Image recognition of line drawing involves feature extraction and feature comparison; works on the e...
is presented. It is based on computing the direction of maximum gray-level change for each edge pixe...
Shape-of-object representation has always been an important topic in image processing and pattern re...
The corners and the middle points, which are extracted as features from the line approximation of a ...
In this paper a new algorithm for corner point detection based on object contours (chain codes) will...
This paper presents a statistical approach for detect-ing corners from chain encoded digital arcs. A...
In this paper, we introduce a neural network-based shape matching algorithm that uses Johnson Counte...
Computer image processing often involves three processing stages : 1. detecting and extracting edges...
Abstract:- Analysing neural network edge detection (NNED) is being presented in a new method in orde...
[[abstract]]An efficient algorithm for corner detection is proposed in this paper. It utilizes the c...
IEEE International Conference on Neural Networks - Conference Proceedings42116-2120ICNN
Obtaining good quality image features is of remarkable importance for most computer vision tasks. It...
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics1661-666PICY
Discontinuity detection plays an important role in image analysis applications like image registrati...
Image recognition of line drawing involves feature extraction and feature comparison; works on the e...
Image recognition of line drawing involves feature extraction and feature comparison; works on the e...
is presented. It is based on computing the direction of maximum gray-level change for each edge pixe...
Shape-of-object representation has always been an important topic in image processing and pattern re...
The corners and the middle points, which are extracted as features from the line approximation of a ...
In this paper a new algorithm for corner point detection based on object contours (chain codes) will...
This paper presents a statistical approach for detect-ing corners from chain encoded digital arcs. A...
In this paper, we introduce a neural network-based shape matching algorithm that uses Johnson Counte...
Computer image processing often involves three processing stages : 1. detecting and extracting edges...
Abstract:- Analysing neural network edge detection (NNED) is being presented in a new method in orde...
[[abstract]]An efficient algorithm for corner detection is proposed in this paper. It utilizes the c...