Muhammed Patel

According to our database, Muhammed Patel authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Human-in-the-Loop Eider Duck Counting in Arctic Canada with an Open-Vocabulary Multi-Species Wildlife Detector.

Jayden Hsiao, Aryan Kalia, Zhonghao Zhang, Hudson Sun, Muhammed Patel, David A. Clausi, Lincoln Linlin Xu, Becky Segal, Joel Heath

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

OpenWildlife: Open-Vocabulary Multi-Species Wildlife Detector for Geographically-Diverse Aerial Imagery.

Muhammed Patel, Javier Noa Turnes, Jayden Hsiao, Linlin Xu, David A. Clausi

CoRR, June, 2025

A Weakly Supervised Learning Approach for Sea Ice Stage of Development Classification From AI4Arctic Sea Ice Challenge Dataset.

Xinwei Chen, Muhammed Patel, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi

IEEE Trans. Geosci. Remote. Sens., 2025

2024

Weakly Supervised Learning for Pixel-Level Sea Ice Concentration Extraction Using AI4Arctic Sea Ice Challenge Dataset.

Xinwei Chen, Muhammed Patel, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi

IEEE Geosci. Remote. Sens. Lett., 2024

Region-level labels in ice charts can produce pixel-level segmentation for Sea Ice types.

Muhammed Patel, Xinwei Chen, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi

CoRR, 2024

A comparative study of data input selection for deep learning-based automated sea ice mapping.

Xinwei Chen, Fernando J. Pena Cantu, Muhammed Patel, Linlin Xu, Neil C. Brubacher, Katharine Andrea Scott, David A. Clausi

Int. J. Appl. Earth Obs. Geoinformation, 2024

Enhancing Sea Ice Type Classification from AI4Arctic Dataset Based On Regional Loss Representations.

Xinwei Chen, Muhammed Patel, Linlin Xu, Katharine Andrea Scott, David A. Clausi, Weimin Huang

Proceedings of the IGARSS 2024, 2024

2023

The Influence of Input Image Scale on Deep Learning-Based Beluga Whale Detection from Aerial Remote Sensing Imagery.

Muhammed Patel, Xinwei Chen, Linlin Xu, Fernando J. Pena Cantu, Javier Noa Turnes, Neil C. Brubacher, David A. Clausi, Katharine Andrea Scott

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023