Towards generating ambisonics using audio-visual cue for virtual reality
Abstract Ambisonics i.e., a full-sphere surround sound, is quintessential with 360-degree visual content to provide a realistic virtual reality (VR)…
2nd July 2019
Category: Deep Learning
STaDA: Style Transfer as Data Augmentation
Abstract The success of training deep Convolutional Neural Networks (CNNs) heavily depends on a significant amount of labelled data. Recent…
22nd May 2019
Using LSTM for Automatic Classification of Human Motion Capture Data
Creative studios tend to produce an overwhelming amount of content everyday and being able to manage these data…
17th May 2019
ColorNet: Estimating colorfulness in natural images
This page contains related materials for learning-based colorfulness estimation. ABSTRACT Measuring the colorfulness of a natural or virtual scene is…
9th May 2019
Egocentric Gesture Recognition for Head-Mounted AR devices
Natural interaction with virtual objects in AR/VR environments makes for a smooth user experience. Gestures are a natural extension from…
10th August 2018
AlphaGAN: Generative adversarial networks for natural image matting
Abstract We present the first generative adversarial network (GAN) for natural image matting. Our novel generator network is trained to…
26th July 2018