• About
  • Publications
  • Projects
  • Datasets
  • Misc
  • Contact
  • Resume

  • CATHERINE WAH

    PhD Graduate from UCSD in Computer Vision

    In 2014, I completed my PhD in Computer Science at the University of California, San Diego, advised by Serge Belongie. My research interests are in the areas of computer vision, machine learning, and human computation.
     
    I completed my Bachelor of Science in Electrical Engineering from the University of Illinois at Urbana-Champaign in 2008, minoring in both Computer Science and Mathematics. As an undergraduate, I did research on hand tracking and gesture recognition with Thomas Huang.
     
    Currently, I am a Staff Software Engineer / Technical Lead Manager at Google.
     
    [resume (updated January 2024)]
  • Publications

    2015

    • C. Wah, S. Maji, S. Belongie. "Learning Localized Perceptual Similarity Metrics for Interactive Categorization". IEEE Winter Conference on Applications of Computer Vision (WACV). Waikoloa Beach, HI, USA. January 2015. (Best Paper Award: Vision and Learning) [pdf]
     

    2014

    • C. Wah, S. Maji, S. Belongie. "Learning Localized Perceptual Similarity Metrics for Interactive Categorization". Human-Machine Communication for Visual Recognition and Search (HMCV) Workshop. Zurich, Switzerland. September 2014.
    • C. Wah, G. Van Horn, S. Branson, S. Maji, P. Perona, S. Belongie. "Similarity Comparisons for Interactive Fine-Grained Categorization". Computer Vision and Pattern Recognition (CVPR). Columbus, OH, USA. June 2014. [www] [pdf]
    • C. Wah, G. Van Horn, S. Branson, S. Maji, P. Perona, S. Belongie. "Similarity Comparisons for Interactive Fine-Grained Categorization". Workshop on Computer Vision and Human Computation. Columbus, OH, USA. June 2014.
    • S. Branson, G. Van Horn, C. Wah, P. Perona, S. Belongie. "The Ignorant Led by the Blind: A Hybrid Human–Machine Vision System for Fine-Grained Categorization". International Journal of Computer Vision (IJCV), February 2014. [www] [pdf]
     

    2013

    • C. Wah, S. Belongie. "Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop". Second Workshop on Fine-Grained Visual Categorization (FGVC). Portland, OR, USA. June 2013.
    • W. Di, C. Wah, A. Bhardwaj, R. Piramuthu, N. Sundaresan. "Style Finder: Fine-Grained Clothing Style Recognition and Retrieval". Third IEEE International Workshop on Mobile Vision. Portland, OR, USA. June 2013. [pdf]
    • C. Wah, S. Belongie. "Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop". Computer Vision and Pattern Recognition (CVPR). Portland, OR, USA. June 2013. [www] [pdf]
     

    2011

    • C. Wah, S. Branson, P. Perona, S. Belongie. "Multiclass Recognition and Part Localization with Humans in the Loop". International Conference on Computer Vision (ICCV). Barcelona, Spain, Nov. 2011. [www] [pdf]
    • C. Wah, S. Branson, P. Welinder, P. Perona, S. Belongie. "Birds-200: A Dataset For Fine-Grained Visual Categorization". First Workshop on Fine-Grained Visual Categorization (FGVC). Colorado Springs, CO, June 2011.
    • C. Wah, S. Branson, P. Perona, S. Belongie. "Interactive Localization and Recognition of Fine-Grained Visual Categories". First Workshop on Fine-Grained Visual Categorization (FGVC). Colorado Springs, CO, June 2011.
    • C. Wah. "Crowdsourcing and Its Applications in Computer Vision." UCSD CSE Research Exam. May 2011. [report] [slides]
     

    2010

    • S. Branson, C. Wah, B. Babenko, F. Schroff, P. Welinder, P. Perona, S. Belongie. "Visual Recognition with Humans in the Loop". European Conference on Computer Vision (ECCV). Heraklion, Crete, Sept. 2010. [www] [pdf]
     

    2008

    • C. Wah, D. Lin, T. Huang. "Anthropometric Human Hand Models for Tracking". Women in Machine Learning Workshop. Vancouver, B.C., Canada, Dec. 2008.
     
  • Projects

    Courses

    • C. Wah. "Attribute Inference Through Paired Comparisons". UCSD ECE 273 Report. June 2010. [course]
    • C. Wah. "Parking Space Vacancy Monitoring". UCSD CSE 190a Report. March 2009. [report] [course]
    • H. Gomes, E. McQuinn, C. Wah. "A Language for Interactive LED Visualization". UCSD CSE 231 Project. Dec. 2009. [slides] [course]
     
  • Datasets

    CUB-200-2011

    • C. Wah, S. Branson, P. Welinder, P. Perona, S. Belongie. "The Caltech-UCSD Birds-200-2011 Dataset". Caltech Computation & Neural Systems Technical Report CNS-TR-2011-001. 2011. [www] [pdf]
     

    CUB-200

    • P. Welinder, S. Branson, T. Mita, C. Wah, F. Schroff, S. Belongie, P. Perona. "Caltech-UCSD Birds 200". Caltech Computation & Neural Systems Technical Report CNS-TR-2010-001. 2010. [www] [pdf]
     
  • Miscellaneous

    Professional

    • Program Committee Member: FGVC 2013, 2015, 2017; HMCV 2014
    • Invited Reviewer for various conferences, publications and workshops (2013-present) including: ICCV, IJCV, NeurIPS, ICML, ICLR, CVPR, ECCV, BMVC, WACV
     

    Teaching

    • (UCSD) CSE 166: Image Processing (Fall 2013)
    • (UIUC) ECE 210: Analog Signal Processing (Fall 2007-Spring 2008)
    • Girl Develop It Chicago Teaching Assistant: Introduction to Javascript/JQuery, Intermediate HTML/CSS, Introduction to GitHub
     

    Mentorship

    • Lumiere research mentor
    • MAGIC Mentoring Program mentor
     

    Community

    • 18 Reasons volunteer
    • SF-Marin Food Bank volunteer
    • The Marine Mammal Center Harbor Seal crew
     
  • Contact

    Web

    • Google Scholar
    • LinkedIn

    Affiliations

    Past and Present

    University of California, San Diego Toyota Technological Institute at Chicago
    Chinese University of Hong Kong University of Illinois Urbana-Champaign
    Google A9.com
    eBay Research Labs Intel Corporation
     
© Copyright 2021 Catherine Wah