A person re-identification survey is available.
Welcome to My Homepage
Hello! I am a postdoc reseacher in University of Technology Sydney, working with Dr. Yi Yang. I was previously a postdoc in University of Texas at San Antonio working with Prof. Qi Tian.
I received my PhD degree in Jul. 2015 from Department of Electronic Engineering, Tsinghua University.
I received my B.E from School of Life Sciences, Tsinghua University in 2010.
I am interested in designing state-of-the-art intelligent systems using large-scale machine learning and data mining techniques. I have particular interest in image search, person re-identification, deep learning, pedestrian parsing, predictive analytics, etc. I have also been involved with several industry projects from NEC and the Data to Decision, CRC.
Person Re-identification: Past, Present and Future. Link
An image retrieval survey is available.
SIFT Meets CNN: A Decade Survey of Instance Retrieval. Link
We have released the MARS dataset for large scale video based person re-identification. Project Page
A summary of state of the arts on Market-1501 is presented..
We have released the PRW (Person Re-identification in the Wild) dataset. See the project page.
It supports pedestrian detection and person re-identification. .
A new person re-identification dataset, the "Market-1501" dataset, is released. See the project page.
It has 1501 identities, 32k bounding boxes.
Our ArXiv paper "Person Re-identification Meets Image Search" is covered in "MIT Technology Review" .
We have provided the code for constructing the baseline used in our CVPR'14 papers.
We have provided the code for our CVPR'15 paper.
Jul. 11, 2016, "MARS: A Video Benchmark for Large-Scale Person Re-identification" is accepted to ECCV 2016.
Feb. 14, 2016, "Accurate Image Search with Multi-Scale Contextual Evidences" is accepted to Internation Journal of Computer Vision.
Nov. 6, two papers are submitted to CVPR 2016.
Aug. 29, my paper "Scalable Person Re-identification: A Benchmark" is accepted to ICCV 2015. The Arxiv version of this paper is "Person Re-identification Meets Image Search".
Mar. 2, my paper "Query-Adaptive Late Fusion for Image Search and Person Re-identification" is accepted to CVPR 2015.
Feb. 24, my paper "Fast Image Retrieval: Query Pruning and Early Termination" is accepted to IEEE Transactions on Multimedia.
Oct. 24, we are about to release a new person re-identification dataset! 1501 IDs, over 30,000 annotated bounding boxes!
Aug. 26, my paper "Tensor Index for Large Scale Image Retrieval" is accepted to Multimedia Systems.
Jun. 2, my paper "Coupled Binary Embedding for Large-scale Image Retrieval" is accepted to IEEE Transactions on Image Processing.
May. 29, my paper "Lp-norm IDF for Scalable Image Retrieval" is accepted to IEEE Transactions on Image Processing.
Apr. 13, data and codes are released for our CVPR'14 paper "Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval".
Apr. 13, data and codes are released for our CVPR'14 paper "Packing and Padding: Coupled Multi-index for Accurate Image Retrieval".
I am on a 6-month visit to Prof. Qi Tian in University of Texas at San Antonio, US.