Nick Barnes

Nick Barnes is a researcher in the ANU School of Computing. His primary interests include computer vision, 3D vision, probabilistic and generative methods for dense prediction, as well as biological and prosthetic vision and saliency detection. He leads projects on bushfire detection and computer vision solutions for the visually impaired, collaborating with Bionic Vision Technologies and other partners.

Professor Associate Director Academic Staff Development

Research interests: computer vision, 3D vision, probabilistic/generative methods for dense prediction, biological vision, prosthetic vision, saliency and salient object detection

Nick Barnes is a Professor at the Australian National University, specializing in Computer Vision, 3D Vision, Saliency, and Prosthetic vision. His research focuses on advancing image and point cloud processing techniques, including image denoising, super-resolution, and saliency detection. He has contributed to the development of RGB-D saliency detection methods and explored applications in driver assistance systems. Barnes has also investigated retinal prostheses and their integration with visual processing technologies. His work emphasizes the intersection of computer vision and biomedical engineering, particularly in enhancing visual perception for individuals with visual impairments.