Learning to Enhance Visual Quality via Hyperspectral Domain Mapping
Deep learning based methods have achieved remarkable success in image restoration and enhancement, but most such methods rely on RGB …
Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing
Haze removal in aerial images is a challenging problem due to considerable variation in spatial details and varying contrast. Changes …
HIDeGAN: A Hyperspectral-guided Image Dehazing GAN
Haze removal in images captured from a diverse set of scenarios is a very challenging problem. The existing dehazing methods either …
Text-Convolutional Neural Networks for Fake News Detection in Tweets
With the widespread use of online social networking websites, user generated stories and social network platform have become critical …
Audio Classification using Braided Convolutional Neural Networks
Convolutional Neural Networks (CNNs) work surprisingly well and has helped drastically enhance the state-of-the-art techniques in the …
Upgrading security and protection in Ear Biometrics
Biometrics is being widely accepted for user authentication across the globe. Integration of biometrics in the daily life provokes the …
Convolutional Neural Network-Based Human Identification Using Outer Ear Images
This paper presents a deep learning approach for ear localization and recognition. The comparable complexity between human outer ear …
Studying the Role of Kinect as a Multi-Sensory Learning Platform for Children
According to the theory of Embodied Cognition, our behavior is a result of real-time interaction with surroundings, our cognitive …
Interweaving Convolutions: An application to Audio Classification
The monumental success of Convolutional Neural Networks (CNNs) in the field of image classification has motivated the application of …