Researcher
Luc CLAESEN
- Keywords:Electronics and electrical engineering, Computer science (incl. applied informatics)
- Disciplines:Computer vision, Interactive and intelligent systems, Pattern recognition and neural networks, Smart sensors, Processor architectures
Affiliations
- Computational Sensing Systems (Research group)
Member
From1 Oct 2023 → Today - Faculty of Engineering Technology (Faculty)
Member
From1 Sep 2013 → Today - Engineering Technology (Department)
Member
From1 Sep 2013 → Today - Computational Sensing Systems (Research group)
Member
From1 Jan 2018 → 30 Sep 2021 - Computational Sensing Systems (Research group)
Responsible
From1 Jan 2018 → 30 Sep 2021 - Institute for Materials Research (Research institute)
Member
From1 Sep 2013 → 10 Sep 2018 - Engineering Materials and Applications (Research group)
Member
From1 Sep 2013 → 10 Sep 2018 - Computer Sciences (Department)
Member
From16 Sep 2007 → 31 Aug 2013 - Applied Computer Science Lab (Research group)
Member
From16 Sep 2007 → 31 Aug 2013 - Expertise Centre for Digital Media (Research Center)
Member
From16 Sep 2007 → 31 Aug 2013 - Faculty of Sciences (Faculty)
Member
From16 Sep 2007 → 31 Aug 2013 - Mathematics-Physics-Informatics (Division)
Member
From16 Sep 2007 → 30 Sep 2009
Projects
1 - 10 of 12
- Deep Learning Content-Based Few-Shot Product Image Retrieval Algorithms and ArchitecturesFrom1 Jan 2020 → 31 Dec 2020Funding: BOF - projects
- Efficient Hardware-Software Architectures for Deep-Learning Applications in IoT ArchitecturesFrom1 Jan 2019 → TodayFunding: BOF - projects
- Optimized Hardware Architectures for Ultra Low-Latency Object Detection ApplicationsFrom1 Jan 2019 → TodayFunding: BOF - projects
- Computational Sensing Systems (CoSenS)From1 Jan 2018 → 30 Sep 2021Funding: BOF - Doctoral projects
- High Level Synthesis Framework for Fast Prototyping of Embedded Video Processing PipelinesFrom1 Jun 2017 → TodayFunding: BOF - Bilateral scientific cooperation
- Accurate, real-time and low latency visual and haptic feedback based digital planning system for orthognathic surgery.From1 Oct 2016 → 31 Dec 2020Funding: BOF - Doctoral projects
- System-on-Chip architectures for view interpolation in computational multi-camera systems.From1 Sep 2016 → 31 Dec 2019Funding: BOF - Bilateral scientific cooperation
- Scalable Hardware Architectures for Real-Time Intelligent Vision in Automotive ApplicationsFrom1 Jan 2016 → 15 Sep 2016Funding: BOF - Bilateral scientific cooperation
- SDN (Software Defined Network) architectures for multi-camera SoC (System-on-Chip) systems.From19 Jan 2015 → 22 Feb 2015Funding: BOF - Doctoral projects
- Computational Video Architectures based on MPSoC PlatformsFrom1 Jan 2013 → 31 Dec 2015Funding: International Cooperation and Mobility
Publications
1 - 10 of 51
- Structured Term Pruning for Computational Efficient Neural Networks Inference(2023)
Authors: Kai Huang, Bowen Li, Siang CHEN, Luc CLAESEN, Wei Xi, Junjian Chen, Xiaowen Jiang, Zhili Liu, Dongliang Xiong, Xiaolang Yan
Pages: 190 - 203 - Acceleration-aware Fine-grained Channel Pruning for Deep Neural Networks via Residual Gating(2022)
Authors: Kai Huang, Siang CHEN, Bowen LI, Luc CLAESEN, Hao Yao, Junjian Chen, Xiaowen Jiang, Zhili Liu, Dongliang Xiong
Pages: 1902 - 1915 - Sample-Wise Dynamic Precision Quantization for Neural Network Acceleration(2022)
Authors: Bowen LI, Dongliang Xiong, Kai Huang, Xiaowen Jiang, Hao Yao, Junjian Chen, Luc CLAESEN
Pages: 1 - 6 - Structured Dynamic Precision for Deep Neural Networks Quantization(2022)
Authors: Kai Huang, Bowen Li, Dongliang Xiong, Haitian Jiang, Xiaowen Jiang, Xiaolang Yan, Luc CLAESEN, Dehong Liu, Junjian Chen, Zhili Liu
Pages: 1 - 24 - ClueDepth Grasp: Leveraging positional clues of depth for completing depth of transparent objects(2022)
Authors: Hong Yuanlin, Junhong CHEN, Yu Cheng, Yishi Han, Frank VAN REETH, Luc CLAESEN, Wenyin Liu
- Structured precision skipping: Accelerating convolutional neural networks with budget-aware dynamic precision selection(2022)
Authors: Kai Huang, Siang CHEN, Bowen LI, Luc CLAESEN, Hao Yao, Junjian Chen, Xiaowen Jiang, Zhili Liu, Dongliang Xiong
Pages: 102403 - Adaptive Hybrid Composition Based Super-Resolution Network via Fine-Grained Channel Pruning(2021)
Authors: Siang CHEN, Kai Huang, Bowen LI, Dongliang Xiong, Haitian Jiang, Luc CLAESEN
Pages: 119 - 135 - A review on the applications of virtual reality, augmented reality and mixed reality in surgical simulation: an extension to different kinds of surgery(2021)
Authors: Abel J Lungu, Wout SWINKELS, Luc CLAESEN, Puxun Tu, Jan Egger, Xiaojun Chen
Pages: 47 - 61 - Fine-Grained Channel Pruning for Deep Residual Neural Networks(2020)Volume: 12397
Authors: Siang CHEN, Kai Huang, Dongliang Xiong, Bowen LI, Luc CLAESEN
Pages: 3 - 14 - Fast Incremental Least Square Pose Estimation for Hardware Implementation with Rolling Shutter Camera(2020)
Authors: Aydin GUZEL, Dilara Hisar, Luc CLAESEN, H. Fatih Ugurdag
Pages: 1 - 4