158 citations · 1k across the 37 of their papers we have counts for
23 papers · 1 filter
Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy +1
Classifying time series data using neural networks is a challenging problem when the length of the data varies. Video object trajectories, which are key to many of the visual surve…
Movie Recommendation System using Sentiment Analysis from Microblogging Data
Sudhanshu Kumar, Shirsendu Sukanta Halder, Kanjar De +1
Recommendation systems are important intelligent systems that play a vital role in providing selective information to users. Traditional approaches in recommendation systems includ…
Perceptual Conditional Generative Adversarial Networks for End-to-End Image Colourization
Shirsendu Sukanta Halder, Kanjar De, Partha Pratim Roy
Colours are everywhere. They embody a significant part of human visual perception. In this paper, we explore the paradigm of hallucinating colours from a given gray-scale image. Th…
IEGAN: Multi-purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network
Soumya Shubhra Ghosh, Yang Hua, Sankha Subhra Mukherjee +1
Despite the breakthroughs in quality of image enhancement, an end-to-end solution for simultaneous recovery of the finer texture details and sharpness for degraded images with low…
Texture Synthesis Guided Deep Hashing for Texture Image Retrieval
Ayan Kumar Bhunia, Perla Sai Raj Kishore, Pranay Mukherjee +2
With the large-scale explosion of images and videos over the internet, efficient hashing methods have been developed to facilitate memory and time efficient retrieval of similar im…
Handwriting Recognition in Low-resource Scripts using Adversarial Learning
Ayan Kumar Bhunia, Abhirup Das, Ankan Kumar Bhunia +2
Handwritten Word Recognition and Spotting is a challenging field dealing with handwritten text possessing irregular and complex shapes. The design of deep neural network models mak…