Joo-Young Kim
RHDE III
.
I'm a research hardware design engineer III (RHDE III) at eXtreme Computing Group (XCG), Microsoft Research. I joined Microsoft Research after receiving the Ph.D degree in Electrical Engineering from Korea Advanced Institute of Science and Technology (KAIST) . My research interests focus on parallel hardware architecture especially for compute intensive applications such as computer vision, data compression, and augmented reality.
- Multi-core computer architecture and parallel programming
- FPGA acceleration for data intensive workloads
- Low power microprocessor / System-on-a-chip (SoC) design
- CPU-GPU-FPGA heterogeneous computing
- Computer vision algorithms (object recognition, image alignment, camera tracking, and 3d reconstruction)
CV is here. If you want to see my full publications, please visit my personal homepage.
Selected Publications
2011
- Seungjin Lee, Minsu Kim, Kwanho Kim, Joo-Young Kim, and Hoi-Jun Yoo, 24-GOPS 4.5-mm2 Digital Cellular Neural Network for Rapid Visual Attention in an Object-Recognition SoC, in Transactions on Neural Networks, IEEE, January 2011
2010
- Joo-Young Kim, Junyoung Park, Seungjin Lee, Minsu Kim, Jinwook Oh, and Hoi-Jun Yoo, A 118.4GB/s Multi-Casting Network-on-Chip with Hierarchical Star-Ring Combined Topology for Real-Time Object Recognition, in Journal of Solid-State Circuits, IEEE, July 2010
- Joo-Young Kim, Sejong Oh, Seungjin Lee, Minsu Kim, Jinwook Oh, and Hoi-Jun Yoo, An Attention Controlled Multi-Core Architecture for Energy Efficient Object Recognition, in Signal Processing: Image Communication, Elsevier, 1 June 2010
- Seungjin Lee, Kwanho Kim, Joo-Young Kim, Minsu Kim, and Hoi-Jun Yoo, Familiarity Based Unified Visual Attention Model for Fast and Robust Object Recognition, in Pattern Recognition, Elsevier, March 2010
- Joo-Young Kim, Minsu Kim, Seungjin Lee, Jinwook Oh, Kwanho Kim, and Hoi-Jun Yoo, A 201.4 GOPS 496 mW Real-Time Multi-Object Recognition Processor With Bio-Inspired Neural Perception Engine, in Journal of Solid-State Circuits, IEEE, January 2010
2009
- Joo-Young Kim, Minsu Kim, Seungjin Lee, Jinwook Oh, Sejong Oh, and Hoi-Jun Yoo, Real-Time Object Recognition with Neuro-Fuzzy Controlled Workload-aware Task Pipelining, in MICRO, IEEE, November 2009
- Joo-Young Kim, Seungjin Lee, Jinwook Oh, Minsu Kim, and Hoi-Jun Yoo, A 60fps 496mW Multi-Object Recognition Processor with Workload-Aware Dynamic Power Management, in International Symposium on Low Power Electronics and Design (ISLPED), ACM/IEEE, August 2009
- Joo-Young Kim, Minsu Kim, Seungjin Lee, Jinwook Oh, Kwanho Kim, Sejong Oh, Jeong-Ho Woo, Donghyun Kim, and Hoi-Jun Yoo, A 201.4GOPS 496mW Real-Time Multi-Object Recognition Processor with Bio-Inspired Neural Perception Engine, in International Solid-State Circuits Conference (ISSCC), IEEE, February 2009