Mingze Xu

Mingze Xu

徐 铭 泽


Applied Scientist at Amazon Rekognition

Amazon Web Services (AWS)


Amazon Nitro North

2250 7th Ave

Seattle, WA 98121

xumingze0308 [at] gmail [dot] com




Jump to:   [Biography] [Publications] [Research Experience] [Teaching Experience] [Service]

News

  • 04/2020:   [New] Our Detection of Traffic Anomaly (DoTA) dataset is released!

  • 01/2020:   Successfully passed my Ph.D. thesis defense!

  • 07/2019:   Three papers accepted to ICCV 2019!

  • 06/2019:   One paper accepted to IROS 2019!

  • 05/2019:   Start my research internship at Microsoft Research, Redmond.

  • 01/2019:   One paper accepted to ICRA 2019!

Biography

Hi, I'm Mingze. I'm an Applied Scientist at Amazon Rekognition in Seattle.

I received my Ph.D. degree in Computer Science from Indiana University, advised by Prof. David Crandall in 2020. I was a visiting student researcher in Prof. Dhruv Batra's group at Georgia Institute of Technology in 2018. Before that, I received my Master's degree in Computer Science from Indiana University in 2014 and my Bachelor's degree in Software Engineering from Jilin University in 2012.

My research interests lie primarily in the area of computer vision and deep learning. In particular, my recent and ongoing projects consider following applications:

  • Action and activity recognition

  • First-person (egocentric) vision

  • Person re-identification

  • Video object segmentation and tracking

  • Face recognition

Publications

Teaching Experience

Research Mentor

  • Fall 2017: Undergraduate Research Opportunities in Computing

  • Spring 2017: Undergraduate Research Opportunities in Computing

Associate Instructor

  • Fall 2014: CSCI B351 Introduction to Artificial Intelligence

  • Spring 2014: CSCI B552 Knowledge Based Artificial Intelligence

Service

Conference Program Committee or Reviewer

  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019, 2020)

  • IEEE International Conference on Computer Vision (ICCV 2019)

  • European Conference on Computer Vision (ECCV 2020)

  • Advances in Neural Information Processing Systems (NeurIPS 2020)

  • International Conference on Learning Representations (ICLR 2020, 2021)

  • AAAI Conference on Artificial Intelligence (AAAI 2020)

  • International Joint Conference on Artificial Intelligence (IJCAI 2020)

  • IEEE International Conference on Robotics and Automation (ICRA 2020)

  • IEEE Winter Conference on Applications of Computer Vision (WACV 2019, 2020, 2021)

  • Asian Conference on Computer Vision (ACCV 2020)

  • Annual Meeting of the Cognitive Science Society (CogSci 2019)

Journal Reviewer

  • IEEE Transactions on Image Processing (TIP)

  • IEEE Transactions on Multimedia (ACM MM)

  • Journal of Visual Communication and Image Representation (JVCIR)

Last update: 08/16/2020