haanju Goto Github PK

Applied Research Scientist, Technical Project Manager

• Healthcare AI
• Recommender System
• Multi-target Tracking, Sensor Fusion
• Action Recognition
• Anomaly Detection

✨My previous github account: https://github.com/neohanju

• Leader of Healthcare AI, Technical Project Manager @ NAVER AI Lab - Prediction models for medical & healthcare services
• Part Leader & Product Owner, Staff SW Engineer @ Samsung Research - RecSys for personalized food & healthcare service (Smart Cooking)
• Research Assistant Professor @ Dankook University - Real-time multi-target tracking, Sensor fusion & anomaly detection
• iOS Developer & Co-founder @ Viva Republica(Toss), Ulabla - P2P Money transfer, Near-ultrasound communication

• "Associative Variational Auto-Encoder with Distributed Latent Spaces and Associators," Dae Ung Jo, ByeongJu Lee, Jongwon Choi, Haanju Yoo, and Jin Young Choi, In Proceedings of the AAAI Conference on Artificial Intelligence, vol. 34, no. 07, pp. 11197-11204. 2020. [paper]
• "Detection of interacting groups based on geometric and social relations between individuals in an image," Haanju Yoo, Taekyu Eom, Jeongmin Seo, and Sang-Il Choi., Pattern Recognition 93 (2019): 498-506. [paper]
• "Multi-Target Tracking With Multiple 2D Range Scanners," Haanju Yoo, Hyeun Jun Moon, Seung-Hoon Kim, and Sang-Il Choi, IEEE Access 8 (2019): 99990-99998. [paper]
• "Online scheme for multiple camera multiple target tracking based on multiple hypothesis tracking," Haanju Yoo, Kikyung Kim, Moonsub Byeon, Younghan Jeon, and Jin Young Choi, IEEE Transactions on Circuits and Systems for Video Technology 27, no. 3 (2016): 454-469. [paper][code]
• "Enhanced measurement model for subspace-based tracking," Shimin Yin, Haanju Yoo, and Jin Young Choi, In 2010 20th International Conference on Pattern Recognition, pp. 3492-3495. IEEE, 2010. [paper]

• [US/KR] "Apparatus and method for fault diagnosis and back-up of advanced driver assistance system sensors based on deep learning," Sang-il Choi, Haanju Yoo. [google patent]

• PhD in EECS from Seoul National University (2009-2016)
• BS in Electrical and Computer Engineering from Seoul National University (2004-2009)

• Former president of Sigma Intelligence (Robot Club in SNU) [intro video from long long ago...] <- fine me :)
• Got Achievement Award (to our research group) from Samsung Electronics at 2020
• Python is my favorite programming language and C++ is the second one
• Love PyTorch
• A night owl, badly 👀

⚠️(This page is heavily affected by Kihyun Kim's github profile)