242 citations · 405 across the 9 of their papers we have counts for
3 papers · 1 filter
Deep Unsupervised Learning for 3D ALS Point Cloud Change Detection
Iris de Gélis, Sudipan Saha, Muhammad Shahzad +3
Change detection from traditional \added{2D} optical images has limited capability to model the changes in the height or shape of objects. Change detection using 3D point cloud \ad…
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network
Muhammad Shahzad, Arif Iqbal Umar, Syed Hamad Shirazi +1
Pixel-level analysis of blood images plays a pivotal role in diagnosing blood-related diseases, especially Anaemia. These analyses mainly rely on an accurate diagnosis of morpholog…
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks
Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer +2
This paper addresses the highly challenging problem of automatically detecting man-made structures especially buildings in very high resolution (VHR) synthetic aperture radar (SAR)…