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pro vyhledávání: '"Husain, Syed Sameed"'
Exploiting both audio and visual modalities for video classification is a challenging task, as the existing methods require large model architectures, leading to high computational complexity and resource requirements. Smaller architectures, on the o
Externí odkaz:
http://arxiv.org/abs/2408.14441
Autor:
Nadeem, Asmar, Sardari, Faegheh, Dawes, Robert, Husain, Syed Sameed, Hilton, Adrian, Mustafa, Armin
Existing video captioning benchmarks and models lack coherent representations of causal-temporal narrative, which is sequences of events linked through cause and effect, unfolding over time and driven by characters or agents. This lack of narrative r
Externí odkaz:
http://arxiv.org/abs/2406.06499
Autor:
Husain, Syed Sameed, Ong, Eng-Jon, Minskiy, Dmitry, Bober-Irizar, Mikel, Irizar, Amaia, Bober, Miroslaw
Unravelling protein distributions within individual cells is key to understanding their function and state and indispensable to developing new treatments. Here we present the Hybrid subCellular Protein Localiser (HCPL), which learns from weakly label
Externí odkaz:
http://arxiv.org/abs/2205.09841
Publikováno v:
In Automation in Construction June 2024 162
We propose a novel CNN architecture called ACTNET for robust instance image retrieval from large-scale datasets. Our key innovation is a learnable activation layer designed to improve the signal-to-noise ratio (SNR) of deep convolutional feature maps
Externí odkaz:
http://arxiv.org/abs/1907.05794
Autor:
Husain, Syed Sameed, Bober, Miroslaw
Publikováno v:
IEEE Transactions on Image Processing, Early Access 22 May 2019
This paper addresses the problem of very large-scale image retrieval, focusing on improving its accuracy and robustness. We target enhanced robustness of search to factors such as variations in illumination, object appearance and scale, partial occlu
Externí odkaz:
http://arxiv.org/abs/1906.06626
Autor:
Husain, Syed Sameed1 (AUTHOR) sameed.husain@surrey.ac.uk, Ong, Eng-Jon1 (AUTHOR), Minskiy, Dmitry1 (AUTHOR), Bober-Irizar, Mikel1,2 (AUTHOR), Irizar, Amaia2 (AUTHOR), Bober, Miroslaw1,2 (AUTHOR)
Publikováno v:
Communications Biology. 5/5/2023, Vol. 6 Issue 1, p1-14. 14p.
Autor:
Husain, Syed Sameed1 (AUTHOR) sameed.husain@surrey.ac.uk, Ong, Eng-Jon1 (AUTHOR), Bober, Miroslaw1 (AUTHOR)
Publikováno v:
International Journal of Computer Vision. May2021, Vol. 129 Issue 5, p1432-1450. 19p.
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