Publications by authors named "Yeongwoo Nam"
E2SRI: Learning to Super-Resolve Intensity Images From Events.
IEEE Trans Pattern Anal Mach Intell
October 2022
Article Synopsis
- Event cameras output intensity changes as a fast, low-power stream of events, which poses challenges for traditional computer vision applications that need high image quality for tasks like object detection.
- Despite improvements in event camera technology, many commercially available models still lag in spatial resolution compared to standard cameras.
- The proposed solution involves an advanced recurrent network that reconstructs high-resolution, HDR images and videos from event streams, demonstrating superior detail and quality over previous methods, while also exploring ways to enhance image resolution further through iterative reconstruction and integration with active pixel sensor frames.