David Doermann, PhD
Department of Computer Science and Engineering

Research

The Artificial Intelligence Innovation Laboratory (A2IL) is associated with the University at Buffalo Artificial Intelligence Institute.

Current PhD Students

Pengyu Yan, CSE 2018

Yuanhao Zhai, CSE 2021 (with Junsong Yuan)

Mahesh Bhosale, CSE 2023

PhD Students Graduated

Yanjun Zhu, CSE 2018-2023 - Multimodal Human Action and Motion Prediction

Xuan Gong, CSE 2019-2023 - Learning from Human Centric Visual Data

Current MS Students (with Thesis)

MS Students Graduated (with Thesis)

Mohna Chakraborty (2020)
Shuyan Chen (2021)
Abhishek Kumar (2020)
Manan Oza (2001)
Xinguo Zhu (2021)
Rhea Rodrigues (2021)

PhD Students Graduated (at UMD)

Kamran Etemad - Federal Communications Commission
Multi-Scale Discriminant Analysis and Recognition of Signals and Images, 1996 (w/ Rama Chellappa)
Omid Kia - Coastal Communications Consultants
Document Image Compression and Analysis, 1997 (w/ Rama Chellappa)

Vikrant Kobla - Clever Sys
Automated Analysis of MPEG-Compressed Video, 1999 (w/ Azriel Rosenfeld)

Huiping Li - ElectrifAi
Automated Processing and Analysis of Text in Digital Video, 2000 (w/ Rama Chellappa)

Katherine Guo
Forgery Detection by Local Correspondence, 2000 (w/ Azriel Rosenfeld)

Christian Shin - State University of New York at Geneseo
The Roles of Document Structure in Document Image Retrieval and Classification, 2000 (w/ Azriel Rosenfeld)

Huanfeng Ma - YP, The Real Yellow Pages
Adaptive Analysis sand Processing of Structured Multilingual Documents, 2005 (w/ Rama Chellappa)

Yefeng Zheng - Tencent
Handwriting Identification, Matching and Indexing in Noisy Document Images, 2005 (w/ Rama Chellappa)

Jian Liang - Suning
Analysis of Camera Based Document Images, 2006 (w/ Rama Chellappa)

Burcu Karagol-Ayan - Google Research
Lexical Acquisition from Bi-Lingual Dictionaries, 2007 (w/ Amy Weinberg)

Guangyu Zhu - Google Growth and Analytics
Document Indexing and Retrieval using Logos and Signatures, 2009 (w/ Rama Chellappa)

Xu Liu - Google
Mobile Document Image Analysis, 2008 (w/ Larry Davis)

Mudit Agrawal - Microsoft Hololens
Adaptive Algorithms for the Automated Processing of Document Images (w/ Larry Davis)
Jayant Kumar - Adobe
Efficient Machine Learning Methods for Document Image Analysis, 2013 (w/ Larry Davis)

Peng Ye - AirBnB
Feature Learning and Active Learning for Image Quality Assessment, 2014 (w/ Rama Chellappa)

Le Kang - Baidu USA
Document and Natural Image Applications of Deep Learning, 2015 (w/ Rama Chellappa)

Rajiv Jain - Adobe Research
Searching Heterogeneous Document Image Collections, 2015 (w/ Larry Davis)

Sungmin Eum - Army Research Laboratory
Image and Video Analytics for Document Processing and Event Recognition, 2016 (w/ Joseph Jaja)