Recent Trends in Image Processing and Pattern Recognition

Front Matter

Data Characterization for Reliable AI in Medicine

• Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Sameer K. Antani

Alzheimer’s Disease Detection Using Ensemble Learning and Artificial Neural Networks

• Ahana Bandyopadhyay, Sourodip Ghosh, Moinak Bose, Arun Singh, Alice Othmani, KC Santosh

Semi-supervised Multi-domain Learning for Medical Image Classification

• Ruchika Chavhan, Biplab Banerjee, Nibaran Das

Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder Detection

• Alice Othmani, Thibaut Bizet, Tanguy Pellerin, Badr Hamdi, Marc-Antoine Bock, Soumyabrata Dev

2D Respiratory Sound Analysis to Detect Lung Abnormalities

• Rafia Sharmin Alice, Laurent Wendling, KC Santosh

Analyzing Chest X-Ray to Detect the Evidence of Lung Abnormality Due to Infectious Disease

• Joshua Henderson, KC Santosh

Chest X-ray Image Super-Resolution via Deep Contrast Consistent Feature Network

• M. S. Greeshma, V. R. Bindu

A Novel Approach to Enhance Effectiveness of Image Segmentation Techniques on Extremely Noisy Medical Images

• Anuja Deshpande

Federated Learning for Lung Sound Analysis

• Afia Farjana, Aaisha Makkar

Performance Analysis of CNN and Quantized CNN Model for Rheumatoid Arthritis Identification Using Thermal Image

• A. S. Mahesh Kumar, M. S. Mallikarjunaswamy, S. Chandrashekara

Image Processing and Pattern Recognition of Micropores of Polysulfone Membrane for the Bio-separation of Viruses from Whole Blood

• Shamima Khatoon, Gufran Ahmad

An Extreme Learning Machine-Based AutoEncoder (ELM-AE) for Denoising Knee X-ray Images and Grading Knee Osteoarthritis Severity

• Sushma Chaugule, V. S. Malemath

Front Matter

Motor Imagery Classification Combining Riemannian Geometry and Artificial Neural Networks

• Hubert Cecotti, Girish Tiwale

Autism Spectrum Disorder Detection Using Transfer Learning with VGG 19, Inception V3 and DenseNet 201

• Md. Fazlay Rabbi, Fatema Tuz Zohra, Farhana Hossain, Naznin Nahar Akhi, Shakil Khan, Kawsher Mahbub et al.

Shrimp Shape Analysis by a Chord Length Function Based Methodology

• Fernando J. Ramírez-Coronel, Oscar M. Rodríguez-Elías, Madaín Pérez-Patricio, Edgard Esquer-Miranda, Julio Waissman-Vilanova, Mario I. Chacón-Murguía et al.

Supervised Neural Networks for Fruit Identification

• Ahana Bandyopadhyay, Sourodip Ghosh, Moinak Bose, Louisa Kessi, Loveleen Gaur

Targeted Clean-Label Poisoning Attacks on Federated Learning

• Ayushi Patel, Priyanka Singh