Computer vision

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
Spherical Hashing: Binary Code Embedding with Hyperspheres
https://sgvr.kaist.ac.kr/publication/spherical-hashing-binary-code-embedding-with-hyperspheres/
Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, and Sung-eui Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015
Publication: International Journal