- In this work recent advances in conditional adversarial networks are investigated to develop an end-to-end architecture based on Convolutional Neural Networks (CNNs) to directly map realistic colours to an input greyscale image.
- Semi-automatic multi-object video annotation based on tracking, prediction and semantic segmentationInstrumented and autonomous vehicles can generate very high volumes of video data per car per day all of which must be annotated at a high degree of granularity, detail, and accuracy. Manually or automatically annotating videos at this level and volume is not a trivial task.
- Abstract—Notwithstanding recent advances in machine vision, video activity recognition from multiple cameras still remains a challenging task as many real-world interactions cannot be automatically recognised for many reasons, such as partial occlusion or coverage black-spots.Publication DetailsType:Edited Conf./Meeting ProceedingDate:04/09/2019Location:Ireland
- Customer service agents play an important role in bridging the gap between customers’ vocabulary and business terms. In a scenario where organisations are moving into semi-automatic customer service, semantic technologies with capacity to bridge this gap become a necessity.Publication DetailsType:Refereed Conf./Meeting ProceedingDate:02/09/2019Location:Germany