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Web-Scale Image Search and Computer Vision

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, 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)
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
Accepted to 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, Sung-Eui Yoon
Accepted to CVPR2016


Discriminative Subgraphs for Discovering Family Photos
Changmin Choi, YoonSeok Lee, Sung-Eui Yoon
(Received minor revision) Computational Visual Media, 2016
Source code available


Relation based Bayesian Network for NBNN
Mingyang Sun, YoonSeok Lee, Sung-Eui Yoon
(Accepted at) 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 (accepted)


Quadra-Embedding: Binary Code Embedding with Low Quantization Error
Youngwoon Lee, Jae-Pil Heo, and Sung-eui Yoon
Asian Conference on Computer Vision (ACCV), 2012 (oral paper)
Its extended version is accepted at Computer Vision and Image Understanding (CVIU), 2014

Distance Encoded Product Quantization
Jae-Pil Heo, Zhe Lin, and Sung-Eui Yoon
(To appear) IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014

PRISM : A System for Weighted Multi-Color Browsing of Fashion Products
Donggeun Yoo, Kyunghyun Paeng, Sunggyun Park, Jungin Lee, Seungwook Paek, Sung-Eui Yoon, In So Kweon
Accepted to WWW2014 Demo

Stereotype-based Semantic Expansion for Image Retrieval
JungIn Lee, OSung Kwon, Youngwoon Lee, Sung-eui Yoon
(To appear) 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


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)

 
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