Guilherme N. DeSouza

Associate Professor, EECS, University of Missouri

Joined

July 2019

Names

Emails

****@missouri.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

EECS, University of Missouri (missouri.edu)

2005 – Present

Assistant Professor

EECE, University of Western Australia (uwa.edu.au)

2004 – 2005

Principal Researcher

ECE, Purdue University (purdue.edu)

2002 – 2004

Advisors, Relations & Conflicts

PhD Advisor

Avinash Kak

1996 – 2001

Expertise

Artificial Intelligence

Present

Robotic Vision

Present

Machine Learning

Present

Publications

LBE-DDIK: Is One Model Good Enough to Learn-By-Example the Inverse Kinematics of Multiple Serial Robots?
Jacket Demby's, Ramy Farag, Seyed Mohamad Ali Tousi, Gbenga Omotara, Guilherme N. DeSouza
- 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
- Readers: Everyone
EGSA-PT: Edge-Guided Spatial Attention with Progressive Training for Monocular Depth Estimation and Segmentation of Transparent Objects
Gbenga Omotara, Ramy Farag, Seyed Mohamad Ali Tousi, Guilherme N. DeSouza
- OpenReview Archive Direct Upload
- Readers: Everyone
The Fourth Monocular Depth Estimation Challenge
Anton Obukhov, Matteo Poggi, Fabio Tosi, Ripudaman Singh Arora, Jaime Spencer, Chris Russell, Simon Hadfield, Richard Bowden, Shuaihang Wang, Zhenxin Ma, Weijie Chen, Baobei Xu, Fengyu Sun, Di Xie, Jiang Zhu, Mykola Lavreniuk, Haining Guan, Qun Wu, Yupei Zeng, Chao Lu et al. (37 additional authors not shown)
- CoRR 2025
- Readers: Everyone
A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models
Seyed Mohamad Ali Tousi, Ramy Farag, Jacket Demby's, Gbenga Omotara, John A. Lory, Guilherme N. DeSouza
- CoRR 2025
- Readers: Everyone
SARLBP: Scale Adaptive Robust Local Binary Patterns for Texture Representation
Parth C. Upadhyay, John A. Lory, Guilherme N. DeSouza
- IEEE Trans. Image Process. 2025
- Readers: Everyone
Combining Vision-Language Models and Weak Supervision for Nuanced Vision Classification Tasks
Seyed Mohamad Ali Tousi, Jacket Demby's, Ramy Farag, Gbenga Omotara, Guilherme N. DeSouza
- CVPR Workshops 2025
- Readers: Everyone
High-Throughput and Accurate 3D Scanning of Cattle Using Time-of-Flight Sensors and Deep Learning
Gbenga Omotara, Seyed Mohamad Ali Tousi, Jared Decker, Derek Brake, Guilherme N. DeSouza
- Sensors 2024
- Readers: Everyone
EfficientNet-SAM: A Novel EffecientNet with Spatial Attention Mechanism for COVID-19 Detection in Pulmonary CT Scans
Ramy Farag, Parth Upadhay, Jacket Demby's, Yixiang Gao, Katherin Garces Montoya, Seyed Mohamad Ali Tousi, Gbenga Omotara, Guilherme N. DeSouza
- CVPR Workshops 2024
- Readers: Everyone

View all 76 publications

Co-Authors

View all 105 co-authors