Web-Scale Image Search and Computer Vision

Related tags: Computer vision, Image search, Large-scale, GAN
Single Image Reflection Removal with Physically-based Rendering
Soomin Kim, Yuchi Huo, and Sung-Eui Yoon
arXiv, 2019
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
Scale-Varying Triplet Ranking with Classification Loss for Facial 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
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
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
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
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
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
Memory-Efficient NBNN Image Classification
YoonSeok Lee and Sung-eui Yoon
JCSE, 2017
Source code: ZIP file, Github page
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
Discriminative Subgraphs for Discovering Family Photos
Changmin Choi, YoonSeok Lee, and Sung-Eui Yoon
Computational Visual Media, 2016
(Received minor revision)
Source code available
Relation based Bayesian Network for NBNN
Mingyang Sun, YoonSeok Lee, and Sung-Eui Yoon
Journal of Computing Science and Engineering, 2015
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
Quadra-Embedding: Binary Code Embedding with Low Quantization Error
Youngwoon Lee, Jae-Pil Heo, and Sung-eui Yoon
Asian Conference on Computer Vision (ACCV), 2014
(oral paper) Its extended version is accepted at Computer Vision and Image Understanding (CVIU), 2014
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
PRISM : A System for Weighted Multi-Color Browsing of Fashion Products
Donggeun Yoo, Kyunghyun Paeng, Sunggyun Park, Jungin Lee, Seungwook Paek, Sung-Eui Yoon, and In So Kweon
WWW2014 Demo, 2014
Stereotype-based Semantic Expansion for Image Retrieval
JungIn Lee, OSung Kwon, Youngwoon Lee, and Sung-eui Yoon
IEEE International Conference on Multimedia and Expo (ICME), 2013
Probabilistic Cost Model for Nearest Neighbor Search in Image Retrieval
KunHo Kim, M. Hasan, Jae-Pil Heo, Yu-wing Tai, and Sung-eui Yoon
Computer Vision and Image Understanding 116 (2012) pp. 991-998, 2012
Spherical Hashing
Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, and Sung-eui Yoon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012
Web-Scale Image Retrieval and Its Novel Applications
Sung-eui Yoon
Web Science Track, World Wide Web (WWW), 2012
IRIW: Image Retrieval based Image Watermarking for Large-Scale Image Databases
Jong Yun Jun, Kunho Kim, Jae-Pil Heo, and Sung-eui Yoon
10th International Workshop on Digital-forensics and Watermarking (IWDW11), 2011