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Geometric Back-projection Network for Point Cloud Classification
Shi Qiu, Saeed Anwar, Nick Barnes
As the basic task of point cloud analysis, classification is fundamental but always challenging. To address some unsolved problems of existing methods, we propose a network that ca…
Deep localization of protein structures in fluorescence microscopy images
Muhammad Tahir, Saeed Anwar, Ajmal Mian +1
Accurate localization of proteins from fluorescence microscopy images is challenging due to the inter-class similarities and intra-class disparities introducing grave concerns in a…
Multi-FAN: Multi-Spectral Mosaic Super-Resolution Via Multi-Scale Feature Aggregation Network
Mehrdad Shoeiby, Sadegh Aliakbarian, Saeed Anwar +1
This paper introduces a novel method to super-resolve multi-spectral images captured by modern real-time single-shot mosaic image sensors, also known as multi-spectral cameras. Our…
Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention
Hafeez Anwar, Saeed Anwar, Sebastian Zambanini +1
We perform the classification of ancient Roman Republican coins via recognizing their reverse motifs where various objects, faces, scenes, animals, and buildings are minted along w…
Diving Deeper into Underwater Image Enhancement: A Survey
Saeed Anwar, Chongyi Li
The powerful representation capacity of deep learning has made it inevitable for the underwater image enhancement community to employ its potential. The exploration of deep underwa…
Densely Residual Laplacian Super-Resolution
Saeed Anwar, Nick Barnes
Super-Resolution convolutional neural networks have recently demonstrated high-quality restoration for single images. However, existing algorithms often require very deep architect…