Research output per year
Research output per year
Project Details
Description
This PhD project explores both purely geometric aspects of the Structure from Motion (SfM) problem as well as how powerful Deep Learning methods may be used to solve the 3D reconstruction problem or provide new modalities for the SfM pipeline.
| Status | Active |
|---|---|
| Effective start/end date | 2016/08/01 → … |
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Applications in Monocular Computer Vision using Geometry and Learning: Map Merging, 3D Reconstruction and Detection of Geometric Primitives
Gillsjö, D., 2023, Lund: Lund University / Centre for Mathematical Sciences /LTH.Research output: Thesis › Doctoral Thesis (compilation)
Open AccessFile119 Downloads (Pure) -
Semantic Room Wireframe Detection from a Single View
Gillsjö, D., Flood, G. & Åström, K., 2022 Aug 25, 26th International Conference on Pattern Recognition, 2022. IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1886-1893Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access -
In Depth Bayesian Semantic Scene Completion
Gillsjö, D. & Åström, K., 2021, 2020 25th International Conference on Pattern Recognition (ICPR). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 6335-6342 8 p. (International Conference on Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access
Projects
- 1 Active
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WASP: Wallenberg AI, Autonomous Systems and Software Program at Lund University
2015/10/01 → 2029/12/31
Project: Research