ROSSINI: Reconstructing 3D structure from single images: a perceptual reconstruction approach
Lead Research Organisation:
University of Southampton
Department Name: Sch of Psychology
Abstract
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People |
ORCID iD |
| Wendy Adams (Principal Investigator) |
Publications
Anderson MD
(2022)
The time-course of real-world scene perception: Spatial and semantic processing.
in iScience
Anderson MD
(2021)
Category systems for real-world scenes.
in Journal of vision
Spencer J
(2023)
The Monocular Depth Estimation Challenge
| Description | The ability of human observers to identify and organise visual information into categories is a popular metric of scene recognition and understanding in behavioral and computational research. However, categorical constructs and their labels can be somewhat arbitrary. We have developed a new algorithm for describing human-centred categorisation of scene information, outperforming previous state-of-the-art descriptions in the literature. |
| Exploitation Route | Yes. Understanding how human observers organise complex visual information will help researchers to better describe human perception, but will also enable computational models that use this information in processing natural scenes to become more efficient and effective. |
| Sectors | Creative Economy,Digital/Communication/Information Technologies (including Software) |
| Description | Depth and scene gist |
| Organisation | York University Toronto |
| Country | Canada |
| Sector | Academic/University |
| PI Contribution | A collaborative research project, I am conducting the research using the SYNS dataset that was created as a key outcome of the EPSRC grant |
| Collaborator Contribution | Addition of expertise in stereo depth processing from Professor Laurie Wilcox |
| Impact | None yet |
| Start Year | 2016 |
| Description | BMVA workshop in London |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Industry/Business |
| Results and Impact | Around 60 people attended the workshop, whose theme was 3D reconstruction in both humans and machines. We had 2 international speakers. |
| Year(s) Of Engagement Activity | 2020 |
| URL | https://britishmachinevisionassociation.github.io/meetings/20-01-29-3D%20worlds%20from%202D%20images... |