Recent Trends in Signal and Image Processing

✍ Scribed by Siddhartha Bhattacharyya, Anirban Mukherjee, Hrishikesh Bhaumik, Swagatam Das, Kaori Yoshida

• Publisher: Springer Singapore
• Year: 2019
• Tongue: English
• Leaves: 224
• Series: Advances in Intelligent Systems and Computing 727
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book contains interesting findings of some state-of-the-art research in the field of signal and image processing. It contains twenty one chapters covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. Various types of signals including image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals, MRI, PET and CT scan images, THz signals, solar wind speed signals (SWS) and photoplethysmogram (PPG) signals have been dealt with. It demonstrates how new paradigms of intelligent computing like quantum computing can be applied to process and analyze signals in a most precise and effective manner. Processing of high precision signals for real time target recognition by radar and processing of brain images, ECG and EMG signals that feature in this book have significant implications in defense mechanism and medical diagnosis. There are also applications of hybrid methods, algorithms and image filters which are proving to be better than the individual techniques or algorithms. Thus the present volume, enriched in depth and variety of techniques and algorithms concerning processing of various types of signals, is likely to be used as a compact yet handy reference for the young researchers, academicians and scientists working in the domain of signal and image processing and also to the post graduate students of computer science and information technology.

✦ Table of Contents

Front Matter ....Pages i-xvi
Design of Higher Order Quadrature Mirror Filter Bank Using Simulated Annealing-Based Multi-swarm Cooperative Particle Swarm Optimization (Supriya Dhabal, Roshni Chakrabarti, Palaniandavar Venkateswaran)....Pages 1-10
Medav Filter—Filter for Removal of Image Noise with the Combination of Median and Average Filters (Sayantan Gupta, Sukanya Roy)....Pages 11-19
Classification of Metamaterial-Based Defected Photonic Crystal Structure from Band-Pass Filter Characteristics Using Soft Computing Techniques (Soumen Mukherjee, Arup Kumar Bhattacharjee, Payel Halder, Arpan Deyasi)....Pages 21-30
Sparse Encoding Algorithm for Real-Time ECG Compression (Rohan Basu Roy, Arani Roy, Amitava Mukherjee, Alekhya Ghosh, Soham Bhattacharyya, Mrinal K. Naskar)....Pages 31-38
Wavelet Based Fractal Analysis of Solar Wind Speed Signal (Tushnik Sarkar, Mofazzal H. Khondekar, Subrata Banerjee)....Pages 39-48
Class Discriminator-Based EMG Classification Approach for Detection of Neuromuscular Diseases Using Discriminator-Dependent Decision Rule (D3R) Approach (Avik Bhattacharya, Purbanka Pahari, Piyali Basak, Anasua Sarkar)....Pages 49-56
A Cooperative Co-evolutionary Approach for Multi-objective Optimization (Sharbari Basu, Ankur Mondal, Abhishek Basu)....Pages 57-65
Automatic License Plate Recognition (K. Indira, K. V. Mohan, Theegalapally Nikhilashwary)....Pages 67-77
S-shaped Binary Whale Optimization Algorithm for Feature Selection (Abdelazim G. Hussien, Aboul Ella Hassanien, Essam H. Houssein, Siddhartha Bhattacharyya, Mohamed Amin)....Pages 79-87
Motion Artifact Reduction from Finger Photoplethysmogram Using Discrete Wavelet Transform (Anita Biswas, Monalisa Singha Roy, Rajarshi Gupta)....Pages 89-98
Analysis of Picosecond Pulse for ATR Using Ultra-Wideband RADAR (Kaustubh Bhattacharyya, Rima Deka, Sunanadan Baruah)....Pages 99-108
Detection of Endangered Gangetic Dolphins from Underwater Videos Using Improved Hybrid Frame Detection Technique in Combination with LBP-SVM Classifier (Swetha Sridharan, R. Dhaya, Kanthavel, Supraja, Sowjanya)....Pages 109-119
Automatic Lip Extraction Using DHT and Active Contour (Amiya Halder, Souvik Dutta)....Pages 121-130
Early Started Hybrid Denoising Technique for Medical Images (Khakon Das, Mausumi Maitra, Punit Sharma, Minakshi Banerjee)....Pages 131-140
Intelligent Tutoring by Diagram Recognition (A. Mondal, Anirban Mukherjee, U. Garain)....Pages 141-149
Color MRI Image Segmentation Using Quantum-Inspired Modified Genetic Algorithm-Based FCM (Sunanda Das, Sourav De, Siddhartha Bhattacharyya, Aboul Ella Hassanien)....Pages 151-164
Multi-verse Optimization Clustering Algorithm for Binarization of Handwritten Documents (Mohamed Abd Elfattah, Aboul Ella Hassanien, Sherihan Abuelenin, Siddhartha Bhattacharyya)....Pages 165-175
3D Object Recognition Based on Data Fusion at Feature Level via Principal Component Analysis (Abdelhameed Ibrahim, Aboul Ella Hassanien, Siddhartha Bhattacharyya)....Pages 177-185
Digital Image Watermarking Through Encryption and DWT for Copyright Protection (Sarita P. Ambadekar, Jayshree Jain, Jayshree Khanapuri)....Pages 187-195
Speech and Non-speech Audio Files Discrimination Extracting Textural and Acoustic Features (Ghazaala Yasmin, Asit K. Das)....Pages 197-206
Speaker Recognition Using Occurrence Pattern of Speech Signal (Saptarshi Sengupta, Ghazaala Yasmin, Arijit Ghosal)....Pages 207-216
Back Matter ....Pages 217-218

✦ Subjects

Engineering; Signal, Image and Speech Processing; Image Processing and Computer Vision; Communications Engineering, Networks; Simulation and Modeling