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Researcher
Luc Van Gool
- 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 → Today - ESAT - PSI, Processing Speech and Images (Division)
Member
From1 Jan 2008 → 31 Jul 2020 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 1999 → 31 Dec 2007
Projects
1 - 10 of 34
- Visual scene understanding for model selection in autonomous drivingFrom3 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Response of autonomous cars to emergency servicesFrom22 Dec 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- IMPULS-AI-2021From1 Jan 2021 → 31 Dec 2023Funding: Department General Affairs and Finance
- 3D sorround vehicle awareness and re-identification for autonomous driving applicationsFrom6 Jul 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Exploring Unsupervised Learning for Computer Vision Tasks with Neural NetworksFrom5 Dec 2018 → 10 Jul 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Multi-Task Learning for Visual Scene UnderstandingFrom7 Nov 2018 → 30 Mar 2022Funding: BOF - doctoral mandates
- MAChine Communication with Humans and Inference in NAtural environments (MACCHINA)From1 Oct 2018 → 30 Sep 2022Funding: Fund Recuperation Fiscal Exemption
- Vision-based spatial awareness for autonomous carsFrom26 Jun 2018 → 26 Jun 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- 3Pi - Diagnosis of Papyrus-Parchment-Paper manuscripts through Advanced Imaging.From1 May 2018 → 30 Apr 2022Funding: FWO Medium Size Research Infrastructure
- Learning to Analyze and Synthesize Human-Centric ImagesFrom14 Jul 2017 → 5 Nov 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
31 - 40 of 602
- Talk2Nav: Long-Range Vision-and-Language Navigation with Dual Attention and Spatial Memory(2021)
Authors: Luc Van Gool
- Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather(2021)
Authors: Luc Van Gool
Pages: 15263 - 15272Number of pages: 10 - Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation(2021)
Authors: Luc Van Gool
Pages: 8495 - 8505Number of pages: 11 - Structured Bird's-Eye-View Traffic Scene Understanding from Onboard Images(2021)
Authors: Luc Van Gool
Pages: 15641 - 15650Number of pages: 10 - CoMoDA: Continuous Monocular Depth Adaptation using past experiences(2021)
Authors: Yevhen Kuznietsov, Marc Proesmans, Luc Van Gool
Pages: 2906 - 2916 - Improving point cloud semantic segmentation by learning 3D object detection(2021)
Authors: Luc Van Gool
Pages: 2949 - 2958 - End-to-End Urban Driving by Imitating a Reinforcement Learning Coach(2021)
Authors: Luc Van Gool
Pages: 15202 - 15212Number of pages: 11 - The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures(2021)
Authors: Luc Van Gool
Pages: 2144 - 2153 - Facial emotion recognition with noisy multi-task annotations(2021)
Authors: Luc Van Gool
Pages: 21 - 31 - SMILE: Semantically-guided Multi-attribute Image and Layout Editing(2021)
Authors: Luc Van Gool
Pages: 1924 - 1933
Patents
1 - 10 of 10
- Depth-map prediction method; computer program, readable medium, system and mobile machine for implementing the method (Inventor)
- Data interpretation system, vehicle, method for interpreting input data, computer program and computer-readable medium (Inventor)
- Image completion using self-attention and uncertainty (Inventor)
- Data interpretation system, vehicle, method for interpreting input data, computer program and computer-readable medium (Inventor)
- Method and system for processing a plurality of images so as to detect lanes on a road (Inventor)
- A computer-implemented training method, classification method and system, computer program and computer-readable recording medium (Inventor)
- A camera calibration method, a computer program, a computer-readable recording medium and a camera calibration system (Inventor)
- Systems and methods for image normalization (Inventor)
- System and method for generating a mask for object instances in an image (Inventor)
- Method and system for training a neural network to be used for semantic instance segmentation (Inventor)