Recent Trends in Signal and Image Processing: Proceedings of ISSIP 2018

Description

This book presents fascinating, state-of-the-art research findings in the field of signal and image processing. It includes conference papers covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. It addresses various types of signals, such as 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, and demonstrates how new paradigms of intelligent computing, like quantum computing, can be applied to process and analyze signals precisely and effectively. The book also discusses applications of hybrid methods, algorithms and image filters, which are proving to be better than the individual techniques or algorithms. Front Matter ....Pages i-xx Face Detection and Expression Recognition Using Haar Cascade Classifier and Fisherface Algorithm (Indrasom Gangopadhyay, Anulekha Chatterjee, Indrajit Das)....Pages 1-11 Pyramid-Based Multi-scale Enhancement Method for Iris Images (J. Jenkin Winston, D. Jude Hemanth)....Pages 13-21 Character Recognition from Handwritten Image Using Convolutional Neural Networks (Ranjan Jana, Siddhartha Bhattacharyya)....Pages 23-30 Malignant Melanoma Classification Using Cross-Platform Dataset with Deep Learning CNN Architecture (Soumen Mukherjee, Arunabha Adhikari, Madhusudan Roy)....Pages 31-41 Automatic Gender Identification from Children Facial Images Using Texture Descriptors (Ayesha Iftikhar, Rehan Ashraf, Asim Saeed, Srinivas Alva, Rajmohan Pardeshi)....Pages 43-52 Assessment of UWAC System Performance Using FBMC Technique (B. Pranitha, L. Anjaneyulu)....Pages 53-62 Simple Exponential Smoothing and Its Control Parameter: A Reassessment (Dipta Chaudhuri, Moloy Mukherjee, Mofazzal H. Khondekar, Koushik Ghosh)....Pages 63-77 A Novel Cross-Dimensional Image Processing Technique: Toward a 3D View of a 2D Image (Dipnarayan Das, Sumit Gupta)....Pages 79-87 Quantum-Inspired Bat Optimization Algorithm for Automatic Clustering of Grayscale Images (Alokananda Dey, Siddhartha Bhattacharyya, Sandip Dey, Jan Platos, Vaclav Snasel)....Pages 89-101 A Wavelet-Based Blind Digital Image Watermarking using Dynamic LSB Replacement (DLSBR) and Symmetric Key Cryptography (Ananya Ghosh, Subhadeep Koley, Sagnik Acharyya)....Pages 103-111 Fuzzy-Based Classification for Fusion of Palmprint and Iris Biometric Traits (Akram Alsubari, Preeti Lonkhande, R. J. Ramteke)....Pages 113-123 Employing FPGA Accelerator in Real-Time Speaker Identification Systems (Omran Al-Shamma, Mohammed A. Fadhel, Haitham S. Hasan)....Pages 125-134 Back Matter ....Pages 135-135