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ORCIDSyed Sameed Husain
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- affiliation: University of Surrey, Guildford, UK
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2020 – today
- 2024
[j7]Eng-Jon Ong
, Sameed Husain, Miroslaw Bober:
Understanding the Distributions of Aggregation Layers in Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5536-5550 (2024)- [c5]Jiantao Wu, Shentong Mo, Sara Atito, Zhenhua Feng, Josef Kittler, Syed Sameed Husain, Muhammad Awais:
Masked Momentum Contrastive Learning for Semantic Understanding by Observation. ICIP 2024: 263-269 - [c4]Syed Sameed Husain, Eng-Jon Ong, Mohamed Faheem Thanveer, Lisa Silva, Miroslaw Bober:
Deep Fisher-Vector Descriptors for Image Retrieval and Scene Recognition. MVRMLM@ICMR 2024: 20-26 - [i9]Asmar Nadeem, Faegheh Sardari, Robert Dawes, Syed Sameed Husain, Adrian Hilton, Armin Mustafa:
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative. CoRR abs/2406.06499 (2024) - [i8]Mahrukh Awan, Asmar Nadeem, Muhammad Junaid Awan, Armin Mustafa, Syed Sameed Husain:
Attend-Fusion: Efficient Audio-Visual Fusion for Video Classification. CoRR abs/2408.14441 (2024) - 2022
- [j6]Syed Sameed Husain, Junaid Mir, Syed Muhammad Anwar, Waqas Rafique, Muhammad Obaid Ullah:
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs. Multim. Tools Appl. 81(15): 20425-20441 (2022) - [i7]Syed Sameed Husain, Eng-Jon Ong, Dmitry Minskiy, Mikel Bober-Irizar, Amaia Irizar, Miroslaw Bober:
Subcellular Protein Localisation in the Human Protein Atlas using Ensembles of Diverse Deep Architectures. CoRR abs/2205.09841 (2022) - 2021
- [j5]Syed Sameed Husain, Eng-Jon Ong, Miroslaw Bober:
ACTNET: End-to-End Learning of Feature Activations and Multi-stream Aggregation for Effective Instance Image Retrieval. Int. J. Comput. Vis. 129(5): 1432-1450 (2021) - [i6]Eng-Jon Ong, Sameed Husain, Miroslaw Bober:
Understanding the Distributions of Aggregation Layers in Deep Neural Networks. CoRR abs/2107.04458 (2021)
2010 – 2019
- 2019
- [j4]Junaid Mir, Dumidu S. Talagala, Anil Fernando, Syed Sameed Husain:
Improved HEVC $$\lambda $$ λ -domain rate control algorithm for HDR video. Signal Image Video Process. 13(3): 439-445 (2019) - [j3]Eng-Jon Ong, Syed Sameed Husain, Mikel Bober-Irizar, Miroslaw Bober:
Deep Architectures and Ensembles for Semantic Video Classification. IEEE Trans. Circuits Syst. Video Technol. 29(12): 3568-3582 (2019) - [j2]Syed Sameed Husain, Miroslaw Bober:
REMAP: Multi-Layer Entropy-Guided Pooling of Dense CNN Features for Image Retrieval. IEEE Trans. Image Process. 28(10): 5201-5213 (2019) - [c3]Cemre Zor, Muhammad Awais, Josef Kittler, Miroslaw Bober, Sameed Husain, Qiuqiang Kong, Christian Kroos:
Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection. ICASSP 2019: 3052-3056 - [i5]Syed Sameed Husain, Miroslaw Bober:
REMAP: Multi-layer entropy-guided pooling of dense CNN features for image retrieval. CoRR abs/1906.06626 (2019) - [i4]Syed Sameed Husain, Eng-Jon Ong, Miroslaw Bober:
ACTNET: end-to-end learning of feature activations and multi-stream aggregation for effective instance image retrieval. CoRR abs/1907.05794 (2019) - 2018
- [i3]Eng-Jon Ong, Sameed Husain, Mikel Bober-Irizar, Miroslaw Bober:
Deep Architectures and Ensembles for Semantic Video Classification. CoRR abs/1807.01026 (2018) - 2017
- [j1]Syed Sameed Husain, Miroslaw Bober:
Improving Large-Scale Image Retrieval Through Robust Aggregation of Local Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 39(9): 1783-1796 (2017) - [i2]Eng-Jon Ong, Sameed Husain, Miroslaw Bober:
Siamese Network of Deep Fisher-Vector Descriptors for Image Retrieval. CoRR abs/1702.00338 (2017) - [i1]Mikel Bober-Irizar, Sameed Husain, Eng-Jon Ong, Miroslaw Bober:
Cultivating DNN Diversity for Large Scale Video Labelling. CoRR abs/1707.04272 (2017) - 2016
- [c2]Syed Husain, Miroslaw Bober:
On aggregation of local binary descriptors. ICME Workshops 2016: 1-6 - 2014
- [c1]Syed Husain, Miroslaw Bober:
Robust and scalable aggregation of local features for ultra large-scale retrieval. ICIP 2014: 2799-2803
Coauthor Index
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