Deep Convolutional Neural Networks for estimating lens distortion parameters
Abstract In this paper we present a convolutional neural network (CNN) to predict multiple lens distortion parameters from a single…
12th August 2019
Tag: deep learning
V-SENSE Seminar on: Deep Learning for Visual Computing
Event details: Date: Thursday, 19 September, 2019 Time: 09.30-13:00 Venue: Regent House, Front Square, Trinity College Dublin – College…
31st July 2019
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
Deep Normal Estimation for Automatic Shading of Hand-Drawn Characters
In this paper we present a new fully automatic pipeline for generating shading effects on hand-drawn characters. Our method takes…
17th September 2018
A Geometry-Sensitive Approach for Photographic Style Classification
Abstract Photographs are characterized by different compositional attributes like the Rule of Thirds, depth of field, vanishing-lines etc. The presence…
10th August 2018
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