Recent Trends in Signal and Image Processing

1. Front Matter

   Pages i-xvi

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2. 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

3. Medav Filter—Filter for Removal of Image Noise with the Combination of Median and Average Filters

   • Sayantan Gupta, Sukanya Roy

   Pages 11-19

4. 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

5. 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

6. Wavelet Based Fractal Analysis of Solar Wind Speed Signal

   • Tushnik Sarkar, Mofazzal H. Khondekar, Subrata Banerjee

   Pages 39-48

7. 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

8. A Cooperative Co-evolutionary Approach for Multi-objective Optimization

   • Sharbari Basu, Ankur Mondal, Abhishek Basu

   Pages 57-65

9. Automatic License Plate Recognition

   • K. Indira, K. V. Mohan, Theegalapally Nikhilashwary

   Pages 67-77

10. 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

11. Motion Artifact Reduction from Finger Photoplethysmogram Using Discrete Wavelet Transform

    • Anita Biswas, Monalisa Singha Roy, Rajarshi Gupta

    Pages 89-98

12. Analysis of Picosecond Pulse for ATR Using Ultra-Wideband RADAR

    • Kaustubh Bhattacharyya, Rima Deka, Sunanadan Baruah

    Pages 99-108

13. 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

14. Automatic Lip Extraction Using DHT and Active Contour

    • Amiya Halder, Souvik Dutta

    Pages 121-130

15. Early Started Hybrid Denoising Technique for Medical Images

    • Khakon Das, Mausumi Maitra, Punit Sharma, Minakshi Banerjee

    Pages 131-140

16. Intelligent Tutoring by Diagram Recognition

    • A. Mondal, Anirban Mukherjee, U. Garain

    Pages 141-149

17. Color MRI Image Segmentation Using Quantum-Inspired Modified Genetic Algorithm-Based FCM

    • Sunanda Das, Sourav De, Siddhartha Bhattacharyya, Aboul Ella Hassanien

    Pages 151-164

18. Multi-verse Optimization Clustering Algorithm for Binarization of Handwritten Documents

    • Mohamed Abd Elfattah, Aboul Ella Hassanien, Sherihan Abuelenin, Siddhartha Bhattacharyya

    Pages 165-175

19. 3D Object Recognition Based on Data Fusion at Feature Level via Principal Component Analysis

    • Abdelhameed Ibrahim, Aboul Ella Hassanien, Siddhartha Bhattacharyya

    Pages 177-185

20. Digital Image Watermarking Through Encryption and DWT for Copyright Protection

    • Sarita P. Ambadekar, Jayshree Jain, Jayshree Khanapuri

    Pages 187-195

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.

     

• Digital Signal Processing
• Statistical Signal Processing
• Image Processing
• Speech Processing
• Video Processing
• ISSIP 2017
• ISSIP Conference Proceedings

• Department of Computer Application, RCC Institute of Information Technology, Kolkata, India

  Siddhartha Bhattacharyya

• Department of Engineering Science and Management, RCC Institute of Information Technology, Kolkata, India

  Anirban Mukherjee

• Department of Information Technology, RCC Institute of Information Technology, Kolkata, India

  Hrishikesh Bhaumik

• Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India

  Swagatam Das

• Department of Human Intelligence Systems, Kyushu Institute of Technology, Wakamatsu-ku, Kitakyushu, Japan

  Kaori Yoshida

Siddhartha Bhattacharyya, D. Litt. [FIETE, SMIEEE, SMACM, SMIETI, LMCSI, LMOSI, LMISTE, MIET (UK), MIAENG, MIRSS, MIAASSE, MCSTA, MIDES, MISSIP] did his BS, B. Tech. and M. Tech. from University of Calcutta in 1995, 1998 and 2000 respectively. He completed PhD (Engg.) from Jadavpur University in 2008. He is the recipient of several awards like Distinguished HoD Award and Distinguished Professor Award (both 2017) and ICT Educator of the Year (2017). He is a Distinguished Speaker of ACM, USA for 2018-2020. He is currently the Principal of RCC Institute of Information Technology, Kolkata, India. He is a co-author of 4 books, co-editor of 10 books and has more than 190 research publications.

Anirbhan Mukherjee is currently Associate Professor in the Department of Engineering Science and Management of RCC Institute of Information Technology, India. He did his BE from Jadavpur University in 1994 and PDOM from IGNOU, New Delhi in 1998. He completed his PhD (Engg.) IIEST, Shibpur in 2014. He has over 18 years of teaching and 10 years of research experience. He has published 4 journal papers, 2 book chapters, 9 conference publications, and 19 books (including 2 text books for UG engineering and 16 co-authored books for 6 Universities of India on Computer Graphics & Multimedia).

Hrishikesh Bhaumik is currently serving as an Associate Professor in the Department of Information Technology at RCCIIT. Hrishikesh did his BS from Calcutta University in 1997, AMIE in 2000 and M. Tech. from BE College, Shibpur in 2004. He is with RCCIIT for more than thirteen years. He received several sponsorships from ICTP, Italy and acted as a major contributor to the EUIndia Grid project during 2010 to 2012. Hrishikesh has acted as a coordinator and resource person in several AICTE/ISTE sponsored workshops held in different parts of the India. He was previously the Head of Dept. of IT at RCCIIT.

Swagatam Das is currently an assistant professor at the ECSU of Indian Statistical Institute, Kolkata. Dr. Das has published one research monograph, one edited volume, and more than 150 research articles in peer-reviewed journals and international conferences. He is the founding co-editor-in-chief of Elsevier journal Swarm and Evolutionary Computation. He serves as associate editors of the IEEE Trans. on Systems, Man, and Cybernetics: Systems, IEEE Computational Intelligence Magazine, IEEE Access, Neurocomputing, Information Sciences, and Engineering Applications of Artificial Intelligence. He is the recipient of the 2012 Young Engineer Award from the Indian National Academy of Engineering (INAE).Dr. Das has 7500+ Google Scholar citations and an H-index of 44 till date.

Kaori Yoshida studied Electrics and Computer Engineering at Kyushu Institute of Technology and received her bachelor and master degree. From 1996 to 1999, she has worked as intern at Electrotechnical Laboratory, AIST, MITI in Tsukuba city, Japan. She has conducted a JSPS Research Fellowship from 1998 and achieved doctoral degree at Kyushu Institute of Technology in 1999. She is currently an Associate Professor in Dept. of Brain Science and Engineering, Kyushu Institute of Technology. Her research interests include Kansei Information Processing, Human Computer Interaction and Soft Computing. She has published more than 100 research papers in these fields.

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