Browsing Computer Science (Scholarly Publications) by Sponsor "SFI stipend"
Now showing items 1-18 of 18
-
Aesthetic Image Captioning from Weakly-Labelled Photographs
(2019)Aesthetic image captioning (AIC) refers to the multimodal task of generating critical textual feedbacks for photographs. While in natural image captioning (NIC), deep models are trained in an end-to-end manner using ... -
Assessing Human-Parity in Machine Translation on the Segment Level
(Association for Computational Linguistics, 2020)Recent machine translation shared tasks have shown top-performing systems to tie or in some cases even outperform human translation. Such conclusions about system and human performance are, however, based on estimates ... -
Comparison of notice requirements for consent between ISO/IEC 29184:2020 and GDPR
(2021)This article analyses the ISO/IEC 29184:2020 standard and compares its requirements for notice and consent with those specified by the General Data Protection Regulation (GDPR). More specifically, it considers the extent ... -
Deep Convolutional Neural Networks for estimating lens distortion parameters
(2019)In this paper we present a convolutional neural network (CNN) to predict multiple lens distortion parameters from a single input image. Unlike other methods, our network is suitable to create high resolution output as ... -
Deep Tone Mapping Operator for High Dynamic Range Images
(2019)A computationally fast tone mapping operator (TMO) that can quickly adapt to a wide spectrum of high dynamic range (HDR) content is quintessential for visualization on varied low dynamic range (LDR) output devices such as ... -
DublinCity: Annotated LiDAR Point Cloud and its Applications
(2019)Scene understanding of full-scale 3D models of an urban area remains a challenging task. While advanced computer vision techniques offer cost-effective approaches to analyse 3D urban elements, a precise and densely ... -
The Impact of Training Data Bias on Automatic Generation of Video Captions
(2019)A major issue in machine learning is availability of training data. While this historically referred to the availability of a sufficient volume of training data, recently this has shifted to the availability of sufficient ... -
Improving Document-level Sentiment Analysis with User and Product Context
(Association for Computational Linguistics, 2020)Past work that improves document-level sentiment analysis by encoding user and product information has been limited to considering only the text of the current review. We investigate incorporating additional review text ... -
Interactive Light Field Tilt-Shift Refocus with Generalized Shift-and-Sum
(2019)Since their introduction more than two decades ago, light fields have gained considerable interest in graphics and vision communities due to their ability to provide the user with interactive visual content. One of the ... -
L2 based Colour Correction for Light Field Arrays
(2019)In recent years, there has been an increase in the popularity of Light Field (LF) imaging technology with the increase in availability of LF camera devices such as the Lytro, as well as an increase in the use of LF ... -
Low Complexity Multiply-Accumulate Units for Convolutional Neural Networks with Weight-Sharing
(2018)Convolutional neural networks (CNNs) are one of the most successful machine-learning techniques for image, voice, and video processing. CNNs require large amounts of processing capacity and memory bandwidth. Hardware ... -
A Multi-View Image-Based Volume Visualization Technique
(2018)We present an image-based volume visualization approach based on Principal Component Analysis (PCA). Using PCA, a learned model is trained using pre-rendered images from spherically distributed viewing angles. The views ... -
Scrutability of Intelligent Personal Assistants
(Association for Computing Machinery, 2022)Intelligent personal assistants (IPAs) have become widely available, yet they remain primarily used for discrete, straightforward tasks. By contrast, both user studies and literature reviews indicate that IPAs of the future ... -
Simultaneous Segmentation and Recognition: Towards more accurate Ego Gesture Recognition
(2019)Ego hand gestures can be used as an interface in AR and VR environments. While the context of an image is impor- tant for tasks like scene understanding, object recognition, image caption generation and activity ... -
Statistical Power and Translationese in Machine Translation Evaluation
(Association for Computational Linguistics, 2020)The term translationese has been used to describe features of translated text, and in this paper, we provide detailed analysis of potential adverse effects of translationese on machine translation evaluation. Our analysis ... -
The Third Multilingual Surface Realisation Shared Task (SR?20): Overview and Evaluation Results
(2020)This paper presents results from the Third Shared Task on Multilingual Surface Realisation (SR’20) which was organised as part of the COLING’20 Workshop on Multilingual Surface Realisation. As in SR’18 and SR’19, the shared ... -
Towards Evaluating the Impact of Anaphora Resolution on Text Summarisation from a Human Perspective
(Springer International Publishing, 2016)Automatic Text Summarisation (TS) is the process of abstracting key content from information sources. Previous research attempted to combine diverse NLP techniques to improve the quality of the produced summaries. ...