Open AccessBook
Image processing and pattern recognition
TLDR
Alpaydin and Gurgen, Comparison of Statistical and Neural Classifiers and their Applications to Optical Character Recognition and Speech Classification and Chen and Chang, Learning Algorithms and Applications of Principal Component Analysis.Abstract:
Lampinen, Pattern Recognition. Alpaydin and Gurgen, Comparison of Statistical and Neural Classifiers and their Applications to Optical Character Recognition and Speech Classification. Sun and Nekovei, MedicalImaging. Takeda and Omatu, Paper Currency Recognition. Cordella and Stefano, Neural Network Classification Reliability: Problems and Applications. Yagi, Kobayaski, and Matsumoto, Parallel Analog Image Processing: Solving Regularization Problems with Architecture Inspired by the Vertebrate Retinal Circuit. Setiono, Algorithmic Techniques and their Applications. Chen and Chang, Learning Algorithms and Applications of Principal Component Analysis. Merat and Villalobos, Learning Evaluation and Pruning Techniques.read more
Citations
More filters
Journal ArticleDOI
Neural network-based colonoscopic diagnosis using on-line learning and differential evolution
TL;DR: Results in interpreting colonoscopy images and frames of video sequences are promising and suggest that networks trained with this strategy detect malignant regions of interest with accuracy.
Journal ArticleDOI
Sensorimotor Modulation Assessment and Brain-Computer Interface Training in Disorders of Consciousness
TL;DR: Electroencephalogram-based assessment showed that patients in a minimally conscious state may have the capacity to operate a simple BCI-based communication system, even without any detectable volitional control of movement.
Journal ArticleDOI
Application of Morphological Segmentation to Leaking Defect Detection in Sewer Pipelines
Tung-Ching Su,Ming-Der Yang +1 more
TL;DR: A novel method of computer vision, morphological segmentation based on edge detection (MSED), is proposed to assist inspectors in detecting pipeline defects in CCTV inspection images to assist in detecting leakage defects in sewer pipelines.
Journal ArticleDOI
Syntactic reasoning and pattern recognition for analysis of coronary artery images
TL;DR: A new approach to the application of structural pattern recognition methods for image understanding, based on content analysis and knowledge discovery performed on medical images, is presented in particular computer analysis and recognition of local stenoses of the coronary arteries lumen.
Journal ArticleDOI
Prediction of corporate financial health by Artificial Neural Network
TL;DR: This paper checks out the classification capability of Radial Basis Function Networks, Multi-Layer Perceptrons, MLPs with and without Principal Component Analysis (PCA), Self-Organizing Feature Maps (SOFM) with MLP and Support Vector Machine (SVM) neural architecture for prediction of the financial health of firms.