Comparing energy efficiency of CPU, GPU and FPGA implementations for vision kernels M Qasaimeh, K Denolf, J Lo, K Vissers, J Zambreno, PH Jones 2019 IEEE international conference on embedded software and systems (ICESS), 1-8, 2019 | 238 | 2019 |
The JVT advanced video coding standard: complexity and performance analysis on a tool-by-tool basis S Saponara, C Blanch, K Denolf, J Bormans IEEE Packet Video 2003, 2003 | 86 | 2003 |
Performance and complexity co-evaluation of the advanced video coding standard for cost-effective multimedia communications S Saponara, K Denolf, G Lafruit, C Blanch, J Bormans EURASIP Journal on Advances in Signal Processing 2004, 1-16, 2004 | 78 | 2004 |
Method and device for block-based conditional motion compensation K Denolf US Patent 8,275,047, 2012 | 77* | 2012 |
S2n2: A fpga accelerator for streaming spiking neural networks A Khodamoradi, K Denolf, R Kastner The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021 | 55 | 2021 |
Benchmarking vision kernels and neural network inference accelerators on embedded platforms M Qasaimeh, K Denolf, A Khodamoradi, M Blott, J Lo, L Halder, K Vissers, ... Journal of Systems Architecture 113, 101896, 2021 | 48 | 2021 |
Sprint: a tool to generate concurrent transaction-level models from sequential code J Cockx, K Denolf, B Vanhoof, R Stahl EURASIP Journal on Advances in Signal Processing 2007, 1-15, 2007 | 47 | 2007 |
3D computational graceful degradation G Lafruit, L Nachtergaele, K Denolf, J Bormans 2000 IEEE International Symposium on Circuits and Systems (ISCAS) 3, 547-550, 2000 | 47 | 2000 |
Embedded vision with int8 optimization on Xilinx devices Y Fu, E Wu, V Santhaseelan, K Denolf, K Khan, V Kathail WP490 (v1. 0.1), Apr 19, 15, 2017 | 42 | 2017 |
Algorithmic and architectural co-design of a motion-estimation engine for low-power video devices C De Vleeschouwer, T Nilsson, K Denolf, J Bormans IEEE Transactions on Circuits and Systems for Video Technology 12 (12), 1093 …, 2002 | 41 | 2002 |
Integrating system-level low power methodologies into a real-life design flow J Bormans, K Denolf, S Wuytack, L Nachtergaele, I Bolsens Proc. IEEE PATMOS 99, 19-28, 1999 | 40 | 1999 |
Exploiting the expressiveness of cyclo-static dataflow to model multimedia implementations K Denolf, M Bekooij, J Cockx, D Verkest, H Corporaal EURASIP Journal on Advances in Signal Processing 2007, 1-14, 2007 | 36 | 2007 |
Initial memory complexity analysis of the AVC codec K Denolf, C Blanch, G Lafruit, A Bormans IEEE Workshop on Signal Processing Systems, 222-227, 2002 | 36 | 2002 |
Memory centric design of an MPEG-4 video encoder K Denolf, C De Vleeschouwer, R Turney, G Lafruit, J Bormans IEEE Transactions on circuits and systems for video technology 15 (5), 609-619, 2005 | 33 | 2005 |
CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture J Zhuang, J Lau, H Ye, Z Yang, Y Du, J Lo, K Denolf, S Neuendorffer, ... Proceedings of the 2023 ACM/SIGDA International Symposium on Field …, 2023 | 32 | 2023 |
Cost-efficient C-level design of an MPEG-4 video decoder K Denolf, P Vos, J Bormans, I Bolsens Integrated Circuit Design: Power and Timing Modeling, Optimization and …, 2000 | 28 | 2000 |
Microscaling data formats for deep learning BD Rouhani, R Zhao, A More, M Hall, A Khodamoradi, S Deng, ... arXiv preprint arXiv:2310.10537, 2023 | 24 | 2023 |
Using C-to-gates to program streaming image processing kernels efficiently on FPGAs K Denolf, S Neuendorffer, K Vissers 2009 International Conference on Field Programmable Logic and Applications …, 2009 | 22 | 2009 |
Analyzing the energy-efficiency of vision kernels on embedded CPU, GPU and FPGA platforms M Qasaimeh, J Zambreno, PH Jones, K Denolf, J Lo, K Vissers 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom …, 2019 | 18 | 2019 |
A scalable, multi-stream MPEG-4 video decoder for conferencing and surveillance applications P Schumacher, K Denolf, A Chilira-Rus, R Turney, N Fedele, K Vissers, ... IEEE International Conference on Image Processing 2005 2, II-886, 2005 | 17 | 2005 |