Directions
가상현실과 메타버스, 자율주행, 게임, 로봇 등 미래사회를 위한 비주얼컴퓨팅 분야의 다양한 연구주제들이 AI 기술을 통하여 실현되고 있다.
2019
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Constructing a paraphrase database for agglutinative languages
Hancheol Park, KyoJoong Oh, Ho-Jin Choi, Gweon, Gahgene
DATA & KNOWLEDGE ENGINEERING
2019 -
Convolutional neural network based on an extreme learning machine for image classification
Youngmin Park, Hyun S. Yang
NEUROCOMPUTING
2019 -
Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space
Heo, Jae-Pil, Lin, Zhe, Sung-Eui Yoon
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2019[]
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Editorial: Special Issue on Deep Learning for Face Analysis
Loy, Chen Change, Liu, Xiaoming, Kim Tae Kyun, Torre, Fernando De La, Rama Chellappa
INTERNATIONAL JOURNAL OF COMPUTER VISION
2019 -
Finding Robust Domain from Attacks: a Learning Framework for Blind Watermarking
SEUNGMIN MUN, Seunghun Nam, HANUL JANG, Dongkyu Kim, Heung-Kyu LEE
NEUROCOMPUTING
2019[]
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Learning Deep Features for Source Color Laser Printer Identification based on Cascaded Learning
Kim, Do-Guk, Hou, Jong-Uk, Heung-Kyu LEE
NEUROCOMPUTING
2019[]
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Special Issue on Machine Vision
Kim Tae Kyun, Zafeiriou, Stefanos, Glocker, Ben, Leutenegger, Stefan
INTERNATIONAL JOURNAL OF COMPUTER VISION
2019[]
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Trajectories as Topics: Multi-Object Tracking by Topic Discovery
Luo, Wenhan, Stenger, Bjorn, Zhao, Xiaowei, Kim Tae Kyun
IEEE TRANSACTIONS ON IMAGE PROCESSING
2019 2018
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D3: Recognizing dynamic scenes with deep dual descriptor based on key frames and key segments
Hong, Sungeun, JongBin Ryu, Im, Woobin, Hyun S. Yang
NEUROCOMPUTING
2018 -
Latent-Class Hough Forests for 6 DoF Object Pose Estimation
Tejani, Alykhan, Kouskouridas, Rigas, Doumanoglou, Andreas, Tang, Danhang, Kim Tae Kyun
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2018 -
Spatio-temporal elastic cuboid trajectories for efficient fight recognition using Hough forests
Serrano, Ismael, Deniz, Oscar, Bueno, Gloria, Garcia-Hernando, Guillermo, Kim Tae Kyun
MACHINE VISION AND APPLICATIONS
2018 -
Use of Deep Learning for Characterization of Microfluidic Soft Sensors
Han, Seunghyun, Kim, Taekyoung, Dooyoung Kim, Park, Yong-Lae, Sungho Jo
IEEE ROBOTICS AND AUTOMATION LETTERS
2018 2017
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An incremental nonparametric Bayesian clustering-based traversable region detection method
Honggu Lee, Kwak, Kiho, Sungho Jo
AUTONOMOUS ROBOTS
2017[] []
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Latent Regression Forest: Structured Estimation of 3D Hand Poses
Tang, Danhang, Chang, Hyung Jin, Tejani, Alykhan, Kim Tae Kyun
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2017 -
Reconstructing Interlaced High-Dynamic-Range Video Using Joint Learning
INCHANG CHOI, Seung-Hwan Baek, Min H. Kim
IEEE TRANSACTIONS ON IMAGE PROCESSING
2017[]
2016
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Approximate Bayesian MLP regularization for regression in the presence of noise
Jung Guk Park, Sungho Jo
NEURAL NETWORKS
2016[]
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Joint Image Clustering and Labeling by Matrix Factorization
seunghoon.hong, Choi, Jonghyun, Feyereisl, Jan, Han, Bohyung, Davis, Larry S.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2016 -
Locality-preserving descriptor for robust texture feature representation
JongBin Ryu, Hyun S. Yang
NEUROCOMPUTING
2016[]
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Model effectiveness prediction and system adaptation for photometric stereo in murky water
Tsiotsios, C., Kim Tae Kyun, Davison, A. J., Narasimhan, S. G.
COMPUTER VISION AND IMAGE UNDERSTANDING
2016 -
Spatio-Temporal Hough Forest for efficient detection-localisation-recognition of fingerwriting in egocentric camera
Chang, Hyung Jin, Garcia-Hernando, Guillermo, Tang, Danhang, Kim Tae Kyun
COMPUTER VISION AND IMAGE UNDERSTANDING
2016
