A techie initiator, a problem hacker and a great team player.
I am a research scientist at Artilux Inc. in Taiwan. My research goal is to achieve visual intelligence for real-world applications and study advanced topics in machine learning and computer vision.
New article! - LLMs as Home Security Guard [] |
Apr. 16, 2024 |
New article! - Removing Occlusion Errors [Intro]In this article, we propose a method for addressing occlusion errors in depth completion caused by stereo calibration. Our unsupervised training procedure, not relying on any ground-truth data, combines pseudo labels generation and confidence estimation to reduce the amount of error introduced into the depth map for depth completion. |
Jun. 15, 2023 |
New article! - Exploring Sub-Actions |
Mar. 23, 2022 |
Our fast gesture recognition method has been granted a patent in Taiwan. |
Dec. 1, 2021 |
ML Application - TWS Headset with In-Air Gesturing. |
Nov. 2020 - Mar. 2022 |
ML Application - ACSIS Smart Charging Cable with In-Air Gesturing |
Nov. 2020 - Jun. 2021 |
ML Application - Clone Dual-Bay External Hard Drive Duplicator with In-Air Gesturing |
Nov. 2020 - Jun. 2021 |
JMicron‧KaiKuTeK - Revolutionary Gesture Recognition 60GHz mmWave Radar Solution |
2021 |
Senior Software Engineer |
Mar. 2022 - Present. |
Machine Learning Engineer |
Feb. 2020 - Mar. 2022 |
Military Service in Taiwan |
Oct. 2019 - Feb. 2020 |
Machine Learning Research Intern |
Jul. 2019 - Oct. 2019 |
M.Sc. in Electronic Engineering
(4.14/4.30)
National Chung Cheng University | Chiayi
|
2017 - 2019 |
B.Sc. in Electronic Engineering
National Kaohsiung University of Applied Sciences | Kaohsiung
|
2013 - 2017 |
MS THESIS AWARD HONORABLE MENTION in IPPR
You-Feng Wu, Vu-Hoang Tran, Ting-Wei Chang, Wei-Chen Chiu, Ching-Chun Huang, "DEN: Disentangling and Exchanging Network for Depth Completion", International Conference on Pattern Recognition(ICPR), Sep., 2020. |
2020 |
BEST PAPER AWARD in MAPR
You-Feng Wu, Hoang Tran Vu, Ching-Chun Huang, "Semi-supervised and Multi-task Learning for On-street Parking Space Status Inference", Multimedia Analysis and Pattern Recognition (MAPR), May ., 2019. |
2019 |
You-Feng Wu. 2023. General gesture detection method and general gesture detection device. Taiwan Patent I810564, filed May 14, 2022. |
2023 |
You-Feng Wu. 2022. Headset apparatus with gesture recognition function. Taiwan Patent I786678, filed Jun 11, 2021. |
2022 |
You-Feng Wu. 2022. Range Doppler angle sensing method and device. Taiwan Patent I756122, filed Apri 30, 2021. |
2022 |
You-Feng Wu. 2020. IMPULSE-LIKE GESTURE RECOGNITION METHOD, AND IMPULSE-LIKE GESTURE RECOGNITION SYSTEM. Taiwan Patent I748778, filed Dec 1, 2022. |
2022 |
You-Feng Wu. 2020. IMPULSE-LIKE GESTURE RECOGNITION METHOD, AND IMPULSE-LIKE GESTURE RECOGNITION SYSTEM. U.S. Patent 17/084,986, filed Oct 30, 2020. Patent pending. |
2020 |
DEN: Disentangling and Exchanging Network for Depth Completion You-Feng Wu, Vu-Hoang Tran, Ting-Wei Chang, Wei-Chen Chiu and Ching-Chun Huang ICPR 2020 [1] [abs] [code] |
Semi-supervised and Multi-task Learning for On-street Parking Space Status Inference You-Feng Wu, Hoang Tran Vu and Ching-Chun Huang MAPR 2019 [2] [abs] [code] |
Scene understanding based navigation system upon deep inference learning Ting-Wei Lin, Shu-Hsien Huang, You-Feng Wu and Ching-Chun Huang Feb. 2018 - Jun. 2018 [3] [abs] |
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Inception U-net based medical image segmentation. You-Feng Wu and Ching-Chun Huang Jul. 2017 - Feb. 2018 [4] [abs] |
The Study of Integer-/Half-Pixel Exhaustive Block Matching Algorithm for Motion Estimation. You-Feng Wu and Jui-Chiu Chiang Nov. 2017 [5] [abs] [code] |
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ORB-SLAM2 runs in real-time on an NVIDIA Jetson TX2. You-Feng Wu and Ching-Chun Huang Feb. 2017 - Nov. 2017 MOST-107-2622-E194-007-CC3 [6] [abs] [video] |
Machine Learning Course - Fine-tuning : Essential Training Artificial intelligence and machine learning are changing the world. In this lecture, we are going to introduce: (1)Everything a marketer needs to know about machine learning, (2) How to efficiently fine-tune model. |
2021 |
Programming Languages | Python, MATLAB, C, C++, JAVA |
Deep Learning Frameworks | PyTorch, TensorFlow, Caffe |
GUI Tools | PyQt5, wxPython |
Misc. | Linux, vim, git, tmux, LATEX |
Last updated on 2024-09-14