Text Segmentation and Recognition for Enhanced Image Spam Detection

This book discusses email spam detection and its challenges such as text classification and categorization. The book proposes an efficient spam detection technique that is a combination of Character Segmentation and Recognition and Classification (CSRC). The author describes how this can detect whether an email (text and image based) is a spam mail or not. The book presents four solutions: firs…

Genetic Programming for Image Classification

This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to the high variations of images. Genetic Programming (GP) is an evolutionary computation technique tha…

Proceedings of the 12th International Conference on Soft Computing and Patter…

This book highlights the recent research on soft computing and pattern recognition and their various practical applications. It presents 62 selected papers from the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020) and 35 papers from the 16th International Conference on Information Assurance and Security (IAS 2020), which was held online, from December 15 to …

Computational Intelligence in Multi-Feature Visual Pattern Recognition; Hand …

Edition

1

ISBN/ISSN

978-981-287-056-8

Collation

xiii, 138p.: Ill.

Series Title

Studies in Computational Intelligence

Call Number

006.3 Pis c

Topology of Digital Images; Visual Pattern Discovery in Proximity Spaces

This book carries forward recent work on visual patterns and structures in digital images and introduces a near set-based a topology of digital images. Visual patterns arise naturally in digital images viewed as sets of non-abstract points endowed with some form of proximity (nearness) relation. Proximity relations make it possible to construct uniform topologies on the sets of points that cons…