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.

Curriculum Vitae

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

Highlights

  • 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.
  • Recent News

  • 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.