< Back to previous page
Researcher
Davy Neven
- Disciplines:Artificial intelligence, Multimedia processing, Biological system engineering, Signal processing, Other computer engineering, information technology and mathematical engineering, Medical imaging and therapy
Affiliations
- Processing Speech and Images (PSI) (Division)
Member
From1 Aug 2020 → 30 Apr 2021 - ESAT - PSI, Processing Speech and Images (Division)
Member
From21 Sep 2015 → 31 Jul 2020
Projects
1 - 1 of 1
- Proposal-Free Instance Segmentation Algorithms and Applications for Autonomous VehiclesFrom15 Dec 2015 → 25 Mar 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 9 of 9
- Proposal-Free Instance Segmentation Algorithms and Applications for Autonomous Vehicles(2021)
Authors: Davy Neven, Luc Van Gool
- A three-player GAN: Generating hard samples to improve classification networks(2019)
Authors: Simon Vandenhende, Davy Neven, Luc Van Gool
Number of pages: 6 - End-to-end Lane Detection through Differentiable Least-Squares Fitting(2019)
Authors: Wouter Van Gansbeke, Davy Neven, Marc Proesmans, Luc Van Gool
Pages: 905 - 913 - Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth(2019)
Authors: Davy Neven, Marc Proesmans, Luc Van Gool
Pages: 8829 - 8837 - Sparse and Noisy LiDAR Completion with RGB Guidance and Uncertainty(2019)
Authors: Wouter Van Gansbeke, Davy Neven, Luc Van Gool
Number of pages: 6 - Towards End-to-End Lane Detection: An Instance Segmentation Approach(2018)
Authors: Davy Neven, Bert De Brabandere, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
Pages: 286 - 291 - Classification Driven Dynamic Image Enhancement(2018)
Authors: Ali Diba, Davy Neven, Luc Van Gool
Pages: 4033 - 4041 - Semantic instance segmentation for autonomous driving(2017)
Authors: Bert De Brabandere, Davy Neven, Luc Van Gool
Pages: 1 - 3 - Fast scene understanding for autonomous driving(2017)
Authors: Davy Neven, Bert De Brabandere, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
Pages: 1 - 5
Patents
1 - 4 of 4
- Method and system for processing an image and performing instance segmentation using affinity graphs (Inventor)
- System and method for generating a mask for object instances in an image (Inventor)
- Method and system for processing an image to detect lanes marked on a road (Inventor)
- Method and system for training a neural network to be used for semantic instance segmentation (Inventor)