Computer vision

In-N-Out: Towards Good Initialization for Inpainting and Outpainting
https://sgvr.kaist.ac.kr/publication/bmvc2021-in-n-out/
Changho Jo, Woobin Im, and Sung-Eui Yoon
British Machine Vision Conference (BMVC), 2021
arXiv Paper GitHub Code zip Slides
Abstract In computer vision, recovering spatial information by filling in masked regions, e.g., inpainting, has been widely investigated for its usability and wide applicability to other various applications: image inpainting, … Continue reading "In-N-Out: Towards Good Initialization for Inpainting and Outpainting"
Publication: International Conference
Hypergraph Propagation and Community Selection for Objects Retrieval
https://sgvr.kaist.ac.kr/publication/hypergraph-propagation-and-community-selection-for-objects-retrieval/
Guoyuan An, Yuchi Huo, and Sung-Eui Yoon
Top35th Conference on Neural Information Processing Systems (NeurIPS), 2021
Publication: International Conference, International Papers
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