Search Results for author: Syeda Nyma Ferdous

Found 4 papers, 0 papers with code

Analysis of Biomass Sustainability Indicators from a Machine Learning Perspective

no code implementations2 Feb 2023 Syeda Nyma Ferdous, Xin Li, Kamalakanta Sahoo, Richard Bergman

This study proposes a robust model for biomass sustainability prediction by analyzing sustainability indicators using machine learning models.

Ensemble Learning Management +1

Uncertainty Aware Multitask Pyramid Vision Transformer For UAV-Based Object Re-Identification

no code implementations19 Sep 2022 Syeda Nyma Ferdous, Xin Li, Siwei Lyu

Learning a robust and discriminative feature representation is a crucial challenge for object ReID.

Object

Super-resolution Guided Pore Detection for Fingerprint Recognition

no code implementations10 Dec 2020 Syeda Nyma Ferdous, Ali Dabouei, Jeremy Dawson, Nasser M Nasrabadi

High recognition accuracy of the synthesized samples that is close to the accuracy achieved using the original high-resolution images validate the effectiveness of our proposed model.

Generative Adversarial Network Image Super-Resolution

Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network

no code implementations3 May 2020 Moktari Mostofa, Syeda Nyma Ferdous, Benjamin S. Riggan, Nasser M. Nasrabadi

However, aerial vehicle detection on super-resolved images remains a challenging task due to the lack of discriminative information in the super-resolved images.

Super-Resolution

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