Computer vision

Unsupervised Learning of Optical Flow with Deep Feature Similarity
https://sgvr.kaist.ac.kr/publication/unsupsimflow/
Woobin Im, Tae-Kyun Kim, and Sung-Eui Yoon
TopEuropean Conference on Computer Vision (ECCV), 2020
Paper Slides Code
Publication: International Conference
Single Image Reflection Removal with Physically-Based Training Images
https://sgvr.kaist.ac.kr/publication/single-image-reflection-removal-with-physically-based-training-images/
Soomin Kim, Yuchi Huo, and Sung-Eui Yoon
TopComputer Vision and Pattern Recognition (CVPR), 2020
Oral paper
Publication: International Conference, International Papers, Papers, PhD Course
Real-time 3-D Mapping with Estimating Acoustic Materials
https://sgvr.kaist.ac.kr/publication/real-time-3-d-mapping-with-estimating-acoustic-materials/
Taeyoung Kim, Youngsun Kwon, and Sung-eui Yoon
IEEE/SICE International Symposium on System Integration (SII), 2020
Paper arXiv
Publication: International Conference
An Objectness Score for Accurate and Fast Detection during Navigation
https://sgvr.kaist.ac.kr/publication/an-objectness-score-for-accurate-and-fast-detection-during-navigation/
Hongsun Choi, Mincheul Kang, Youngsun Kwon, and Sung-eui Yoon
The World Congress on Advances in Nano, Bio, Robotics and Energy (ANBRE), 2019
paper arXiv source code
Publication: International Conference, International Papers, Papers
Two-stream Spatiotemporal Feature for Video QA Task
https://sgvr.kaist.ac.kr/publication/two-stream-spatiotemporal-feature-for-video-qa-task/
Chiwan Song, Woobin Im, and Sung-eui Yoon
Arxiv, 2019
Publication: International Conference
Coarse-to-Fine Clothing Image Generation with Progressively Constructed Conditional GAN
https://sgvr.kaist.ac.kr/publication/coarse-to-fine-clothing-image-generation-with-progressively-constructed-conditional-gan/
Youngki Kwon, Soomin Kim, Donggeun Yoo, and Sung-Eui Yoon
International Conference on Computer Vision Theory and Application (VISAPP), 2019
Paper: Conference version (8pg) Full version (11pg)
Publication: International Conference, International Papers, Papers, PhD Course, Student
Scale-Varying Triplet Ranking with Classification Loss for Facial Age Estimation
https://sgvr.kaist.ac.kr/publication/accv2018-age-estimation/
Woobin Im, Sungeun Hong, Sung-Eui Yoon, and Hyun S. Yang
Asian Conference on Computer Vision (ACCV), 2018
Source code: ZIP file Github page
[pdf] Korea Advanced Institute of Science and Technology (KAIST) Figure 1. Overall network framework of our method. In the bottleneck layer, we apply the adaptive triplet ranking strategy (L_T : … Continue reading "ACCV2018 Age Estimation"
Publication: International Conference
Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space
https://sgvr.kaist.ac.kr/publication/distance-encoded-product-quantization-for-approximate-k-nearest-neighbor-search-in-high-dimensional-space/
Jae-Pil Heo, Zhe Lin, and Sung-Eui Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2018
Publication: International Journal
JaeYoon attended BMVC 18
https://sgvr.kaist.ac.kr/news/2018/271/
JaeYoon attended BMVC 18 and presented his work on image search with an attention module. This work was done as part of NAVER project.
Post: News
Regional Attention Based Deep Feature for Image Retrieval
https://sgvr.kaist.ac.kr/publication/regional-attention-based-deep-feature-for-image-retrieval/
Jaeyoon Kim and Sung-Eui Yoon
British Machine Vision Conference(BMVC), 2018
Source code: ZIP file, Github page
Publication: International Conference
Image Completion with Intrinsic Reflectance Guidance
https://sgvr.kaist.ac.kr/publication/image-completion-with-intrinsic-reflectance-guidance/
Soomin Kim, Taeyoung Kim, Min H. Kim, and Sung-Eui Yoon
British Machine Vision Conference(BMVC), 2017
Source code: ZIP file, Github page
Publication: International Conference
Rank-based Voting with Inclusion Relationship for Accurate Image Search
https://sgvr.kaist.ac.kr/publication/rank-based-voting-with-inclusion-relationship-for-accurate-image-search/
Jaehyeong Cho, Jae-Pil Heo, Taeyoung Kim, Bohyung Han, and Sung-Eui Yoon
CGI 2017 and a special issue of Journal The Visual Computer(TVC), 2017
Source code: ZIP file, Github page
Publication: International Conference, International Journal
PCA based Computation of Illumination-Invariant Space for Road Detection
https://sgvr.kaist.ac.kr/publication/pca-based-computation-of-illumination-invariant-space-for-road-detection/
Taeyoung Kim, Yu-Wing Tai, and Sung-Eui Yoon
WACV, 2017
Source code: ZIP file, Github page
Publication: International Conference
Memory-Efficient NBNN Image Classification
https://sgvr.kaist.ac.kr/publication/memory-efficient-nbnn-image-classification/
YoonSeok Lee and Sung-eui Yoon
JCSE, 2017
Source code: ZIP file, Github page
Publication: International Journal
Shortlist Selection with Residual-Aware Distance Estimator for K-Nearest Neighbor Search
https://sgvr.kaist.ac.kr/publication/shortlist-selection-with-residual-aware-distance-estimator-for-k-nearest-neighbor-search/
Jae-Pil Heo, Zhe Lin, Xiaohui Shen, Jonathan Brandt, and Sung-Eui Yoon
CVPR, 2016
Publication: International Conference
Discriminative Subgraphs for Discovering Family Photos
https://sgvr.kaist.ac.kr/publication/discriminative-subgraphs-for-discovering-family-photos/
Changmin Choi, YoonSeok Lee, and Sung-Eui Yoon
Computational Visual Media, 2016
(Received minor revision)
Source code available
Publication: International Journal