35 citations · 96 across the 20 of their papers we have counts for
5 papers · 1 filter
Asynchronous Spatial Image Convolutions for Event Cameras
Cedric Scheerlinck, Nick Barnes, Robert Mahony
Spatial convolution is arguably the most fundamental of 2D image processing operations. Conventional spatial image convolution can only be applied to a conventional image, that is,…
From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts
Moshiur R Farazi, Salman H Khan, Nick Barnes
Current Visual Question Answering (VQA) systems can answer intelligent questions about `Known' visual content. However, their performance drops significantly when questions about v…
Polarity Loss for Zero-shot Object Detection
Shafin Rahman, Salman Khan, Nick Barnes
Conventional object detection models require large amounts of training data. In comparison, humans can recognize previously unseen objects by merely knowing their semantic descript…
Continuous-time Intensity Estimation Using Event Cameras
Cedric Scheerlinck, Nick Barnes, Robert Mahony
Event cameras provide asynchronous, data-driven measurements of local temporal contrast over a large dynamic range with extremely high temporal resolution. Conventional cameras cap…
Adversarial Training of Variational Auto-encoders for High Fidelity Image Generation
Salman H. Khan, Munawar Hayat, Nick Barnes
Variational auto-encoders (VAEs) provide an attractive solution to image generation problem. However, they tend to produce blurred and over-smoothed images due to their dependence…