no code implementations • 4 Oct 2023 • Osama Ahmad, Omer Abdul Jalil, Usman Nazir, Murtaza Taj
In recent work, [1] introduced the concept of using a Block Adjacency Matrix (BA) for the representation of spatio-temporal data.
no code implementations • 31 May 2023 • Usman Nazir, Momin Uppal, Muhammad Tahir, Zubair Khalid
This paper proposes a multi-spectral random forest classifier with suitable feature selection and masking for tree cover estimation in urban areas.
no code implementations • 31 May 2023 • Usman Nazir, Muhammad Ahmad Waseem, Falak Sher Khan, Rabia Saeed, Syed Muhammad Hasan, Momin Uppal, Zubair Khalid
A reliable yet inexpensive tool for the estimation of flood water spread is conducive for efficient disaster management.
no code implementations • 21 Mar 2023 • Usman Nazir, Murtaza Taj, Momin Uppal, Sara Khalid
Industrial air pollution has a direct health impact and is a major contributor to climate change.
no code implementations • 11 Jun 2021 • Usman Nazir, He Wang, Murtaza Taj
In this survey paper, we analyze image based graph neural networks and propose a three-step classification approach.
no code implementations • 12 Jul 2019 • Usman Nazir, Numan Khurshid, Muhammad Ahmed Bhimra, Murtaza Taj
This paper proposes to employ a Inception-ResNet inspired deep learning architecture called Tiny-Inception-ResNet-v2 to eliminate bonded labor by identifying brick kilns within "Brick-Kiln-Belt" of South Asia.
no code implementations • 25 May 2019 • Usman Nazir
We propose and implement a novel range based localization algorithm to minimize cross technology interference operating in the same band.