Morphology Based Approach For Segmentation and Classification

ISBN-13: 9786138910701 / Angielski / Miękka / 2019 / 224 str.

Dr. Vijaya Kishore Veparala; Dr. R V S Satyanarayana

Opis

Current systems for computer-aided detection have been introduced as complementary tools that draw the radiologists' attention to certain image areas that need further evaluation. CAD is being applied widely in the detection and differential diagnosis of many different types of abnormalities in medical images obtained in various examinations by use of different imaging modalities. In fact, CAD has become one of the major research subjects in medical imaging and diagnostic radiology. In this book a Computer Aided Diagnosis tool for identification of lung nodules in DICOM Lung CT images is designed primarily based on morphological approaches that are validated in the presence of different types of noise. The Morphology based approach helps in reducing the computational complexity and thus reduces the processing time. The tool provides seamless integration of identification, detection, and quantification of Lung Nodules by providing a simple and effective Graphical User Interface.

O autorze

Veparala, Dr. Vijaya Kishore
Dr. V. Vijaya Kishore is a Prof in dept of ECE at G Pullaiah College of Engineering and Technology, Kurnool, AP,India.He has a teaching experience of 18+ years.He holds Ph.D. degree in ECE from S.V.University, Tirupati in the field of Bio-medical Image Proc.He has published two books & more than 35 research papers in journals of both intl and natl.