Directions
Various research topics in the field of visual computing for the future society, such as virtual reality, metaverse, autonomous driving, games, and robots, are being realized through AI technology.
2021
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A survey on deep learning-based Monte Carlo denoising
Huo, Yuchi, Sung-Eui Yoon
COMPUTATIONAL VISUAL MEDIA
2021 -
Combined center dispersion loss function for deep facial expression recognition
ABHILASHA NANDA, Woobin Im, Key-Sun CHOI, Hyun S. Yang
PATTERN RECOGNITION LETTERS
2021 -
Deep Regression Network-Assisted Efficient Streamline Generation Method
Joong Youn Lee, Jinah Park
IEEE ACCESS
2021 -
DeepFormableTag: end-to-end generation and recognition of deformable fiducial markers
Mustafa Berk Yaldiz, Andreas Meuleman, Hyeonjoong Jang, Hyunho Ha, Min H. Kim
ACM TRANSACTIONS ON GRAPHICS
2021 -
Differentiable Transient Rendering
Shinyoung Yi, Donggun Kim, KISEOK CHOI, Jarabo, Adrian, Gutierrez, Diego, Min H. Kim
ACM TRANSACTIONS ON GRAPHICS
2021 -
Instant Panoramic Texture Mapping with Semantic Object Matching for Large-Scale Urban Scene Reproduction
Park, J, Jeon, Ik-Beom, Sung-Eui Yoon, Woo, W
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
2021 -
Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction
Cho, In-Young, Huo, Yuchi, Sung-Eui Yoon
ACM TRANSACTIONS ON GRAPHICS
2021 -
이미지 분할과 관심 영역 맵 기반 색상 스키마 추출
김수지, 최성희
정보과학회논문지
2021 -
자기지도학습으로 추론된 특징을 이용한 CT 영상의 보간 방법
Lim, Joowon, 박진아
정보과학회논문지
2021 2020
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Adaptive Kernel Inference for Dense and Sharp Occupancy Grids
YOUNGSUN KWON, Moon, BoChang, Sung-Eui Yoon
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
2020[]
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Carpe Diem, Seize the Samples Uncertain "at the Moment" for Adaptive Batch Selection
Song, H, 김민석, KIM, S, Lee Jae-Gil
29th ACM International Conference on Information and Knowledge Management, CIKM 2020
2020 -
Data augmentation method for improving the accuracy of human pose estimation with cropped images
Soonchan Park, Lee, Sang-baek, Jinah Park
PATTERN RECOGNITION LETTERS
2020 -
Deep Physiological Affect Network for the Recognition of Human Emotions
BYUNG HYUNG KIM, Sungho Jo
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING
2020[]
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Human Activity Recognition Using Semi-supervised Multi-modal DEC for Instagram Data
Kim, Dongmin, Han, Sumin, Son, Heesuk, Dongman Lee
24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020
2020 -
Online coverage and inspection planning for 3D modeling
Soohwan Song, Daekyum Kim, Sungho Jo
AUTONOMOUS ROBOTS
2020 -
Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement Learning
Garcia-Hernando, Guillermo, Johns, Edward, Kim Tae Kyun
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2020 -
Simultaneous planning of sampling and optimization: study on lazy evaluation and configuration free space approximation for optimal motion planning algorithm
Donghyuk Kim, Sung-Eui Yoon
AUTONOMOUS ROBOTS
2020 -
TORM: Fast and Accurate Trajectory Optimization of Redundant Manipulator given an End-Effector Path
Mincheul Kang, Heechan Shin, Donghyuk Kim, Sung-Eui Yoon
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
2020[]
2019
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Bayesian Weight Decay on Bounded Approximation for Deep Convolutional Neural Networks
Jung Guk Park, Sungho Jo
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2019[]
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Bayesian Weight Decay on Bounded Approximation for Learning Deep Convolutional Neural Networks
Jung Guk Park, Sungho Jo
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2019[]
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