- 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
- Sign language is the non-verbal communication used by people with hearing and speaking impairments. The automatic recognition of sign languages is usually based on video analysis of the signer though this is difficult when considering different light levels or the surrounding environment.
- The Validity of Google Trends Search Volumes for Behavioral Forecasting of National Suicide Rates in IrelandAnnual suicide figures are critical in identifying trends and guiding research, yet challenges arising from significant lags in reporting can delay and complicate real-time interventions.