242 citations · 405 across the 9 of their papers we have counts for
5 papers · 1 filter
Deep dual stream residual network with contextual attention for pansharpening of remote sensing images
Syeda Roshana Ali, Anis Ur Rahman, Muhammad Shahzad
Pansharpening enhances spatial details of high spectral resolution multispectral images using features of high spatial resolution panchromatic image. There are a number of traditio…
Person Re-identification: A Retrospective on Domain Specific Open Challenges and Future Trends
Asmat Zahra, Nazia Perwaiz, Muhammad Shahzad +1
Person re-identification (Re-ID) is one of the primary components of an automated visual surveillance system. It aims to automatically identify/search persons in a multi-camera net…
Orientation Aware Weapons Detection In Visual Data : A Benchmark Dataset
Nazeef Ul Haq, Muhammad Moazam Fraz, Tufail Sajjad Shah Hashmi +1
Automatic detection of weapons is significant for improving security and well being of individuals, nonetheless, it is a difficult task due to large variety of size, shape and appe…
Segmentation of VHR EO Images using Unsupervised Learning
Sudipan Saha, Lichao Mou, Muhammad Shahzad +1
Semantic segmentation is a crucial step in many Earth observation tasks. Large quantity of pixel-level annotation is required to train deep networks for semantic segmentation. Eart…
Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding
Saqib Ali Khan, Yilei Shi, Muhammad Shahzad +1
Semantic segmentation of raw 3D point clouds is an essential component in 3D scene analysis, but it poses several challenges, primarily due to the non-Euclidean nature of 3D point…