3 papers
cs.CV2022
A Novel Approach for Neuromorphic Vision Data Compression based on Deep Belief Network
Sally Khaidem, Mansi Sharma, Abhipraay Nevatia
A neuromorphic camera is an image sensor that emulates the human eyes capturing only changes in local brightness levels. They are widely known as event cameras, silicon retinas or…
cs.CV2022
A Novel Light Field Coding Scheme Based on Deep Belief Network & Weighted Binary Images for Additive Layered Displays
Sally Khaidem, Mansi Sharma
Light-field displays create an immersive experience by providing binocular depth sensation and motion parallax. Stacking light attenuating layers is one approach to implement a lig…
cs.CV2022
An Integrated Representation & Compression Scheme Based on Convolutional Autoencoders with 4D DCT Perceptual Encoding for High Dynamic Range Light Fields
Sally Khaidem, Mansi Sharma
The emerging and existing light field displays are highly capable of realistic presentation of 3D scenes on auto-stereoscopic glasses-free platforms. The light field size is a majo…