Automatic caption generation of retinal diseases with self trained RNN merge model -- Dimensionality reduction of hyperspectral images: A data driven approach for band selection -- Comment-Mine -- A Semantic Search Approach to Program Comprehension from Code Comments -- Biomarker Gene Identification using a Quantum Inspired Clustering Approach -- Shot Classification and Replay Detection in Broadcast Soccer Video -- A Novel Automated Blood Cell Counting Method Based on Deconvolution and Convolution and Its Application to Neural Networks -- A citizen centred sentiment analysis towards India's critically endangered Avian and Mammalian species -- Methodology for Generating Synthetic Time-dependant Probabilistic Speed Profiles -- A Multi-scale Patch-based Deep learning system for Polyp Segmentation -- Object detection in rainy condition from video using YOLO based deep learning model -- Visualisation of the evacuation process including people with heart diseases.