14 citations · 32 across the 5 of their papers we have counts for
5 papers
GVdoc: Graph-based Visual Document Classification
Fnu Mohbat, Mohammed J. Zaki, Catherine Finegan-Dollak +1
The robustness of a model for real-world deployment is decided by how well it performs on unseen data and distinguishes between in-domain and out-of-domain samples. Visual document…
Attention Neural Network for Trash Detection on Water Channels
Mohbat Tharani, Abdul Wahab Amin, Mohammad Maaz +1
Rivers and canals flowing through cities are often used illegally for dumping the trash. This contaminates freshwater channels as well as causes blockage in sewerage resulting in u…
Cross-View Image Retrieval -- Ground to Aerial Image Retrieval through Deep Learning
Numan Khurshid, Talha Hanif, Mohbat Tharani +1
Cross-modal retrieval aims to measure the content similarity between different types of data. The idea has been previously applied to visual, text, and speech data. In this paper,…
Teacher-Class Network: A Neural Network Compression Mechanism
Shaiq Munir Malik, Muhammad Umair Haider, Mohbat Tharani +2
To reduce the overwhelming size of Deep Neural Networks (DNN) teacher-student methodology tries to transfer knowledge from a complex teacher network to a simple student network. We…
Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network
Mohbat Tharani, Numan Khurshid, Murtaza Taj
The advent of deep perceptual networks brought about a paradigm shift in machine vision and image perception. Image apprehension lately carried out by hand-crafted features in the…