Lab directory
Jae-Il Kim
Jae-Il Kim
Kyungpook National University · Computer Science and Engineering
Information sourcenot verified yet
Professor
Prof. 김재일
Professor's page · publicationsAbout
영상 처리 및 분석 연구실(IPA Lab)의 김재일 교수는 영상 처리, 의료 영상 컴퓨팅, 기계학습, 인공지능을 연구한다. 의료 영상을 중심으로 한 영상 분석 기술을 주요 주제로 다룬다.
Research keywords
Image and signal processing and analysis (medical imagingcomputer visionocean/coastal video analysisdeep learning)
Selected publications
- Vision Transformer Compression and Architecture Exploration with Efficient Embedding Space SearchAsian Conference on Computer Vision (ACCV) · 2022
- Spatiotemporal neural network with attention mechanism for El Niño forecastsScientific Reports · 2022
- STG-OceanWaveNet: Spatio-temporal geographic information guided ocean wave prediction networkOcean Engineering · 2022
- Weakly-supervised deep learning for ultrasound diagnosis of breast cancerScientific Reports · 2021
- Deep visual domain adaptation and semi-supervised segmentation for understanding wave elevation using wave flume video imagesScientific Reports · 2021
- Elastic Exponential Linear Units for Convolutional Neural NetworksNeurocomputing · 2020
Other labs in this department
- Nathaniel Kang
강네이트
Federated learning & privacy, imbalanced data, AI alignment (LLM)
- Limei Peng
펑리메이
Cloud/fog/edge computing, optical networks, 5G communications, IoT
- Seok-Joo Koh
고석주
IoT networking and Internet standardization (QUIC/CoAP/AMQP transport, mobility management, 6LoWPAN)
- Young-Woo Kwon
권영우
Edge/serverless computing, distributed systems, and deep learning for disaster detection
- Ku-Jin Kim
김구진
3차원 기하 모델링(geometric modeling), 분자 모델링(molecular modeling), GPU 병렬 프로그래밍
- Dong-Kyun Kim
김동균
AI-based intelligent networks, wireless & mobile internet (MONET Lab)