Sameed Husain
Sameed Husain
Lecturer in AI, University of Surrey
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Improving large-scale image retrieval through robust aggregation of local descriptors
SS Husain, M Bober
IEEE transactions on pattern analysis and machine intelligence 39 (9), 1783-1796, 2017
Multivariate analysis of risk factors for surgical site infection after laparoscopic colorectal surgery
J Drosdeck, A Harzman, A Suzo, M Arnold, M Abdel-Rasoul, S Husain
Surgical endoscopy 27, 4574-4580, 2013
REMAP: Multi-layer entropy-guided pooling of dense CNN features for image retrieval
SS Husain, M Bober
IEEE Transactions on Image Processing 28 (10), 5201-5213, 2019
Siamese network of deep fisher-vector descriptors for image retrieval
EJ Ong, S Husain, M Bober
arXiv preprint arXiv:1702.00338, 2017
Deep architectures and ensembles for semantic video classification
EJ Ong, SS Husain, M Bober-Irizar, M Bober
IEEE Transactions on Circuits and Systems for Video Technology 29 (12), 3568 …, 2018
ACTNET: end-to-end learning of feature activations and multi-stream aggregation for effective instance image retrieval
SS Husain, EJ Ong, M Bober
International Journal of Computer Vision 129 (5), 1432-1450, 2021
Compact and robust signature for large scale visual search, retrieval and classification
M Bober, S Husain
US Patent 9,864,928, 2018
Robust and scalable aggregation of local features for ultra large-scale retrieval
S Husain, M Bober
2014 IEEE International Conference on Image Processing (ICIP), 2799-2803, 2014
Cultivating DNN Diversity for Large Scale Video Labelling
M Bober-Irizar, S Husain, EJ Ong, M Bober
IEEE Conference on Computer Vision and Pattern Recognition CVPR Youtube-8M, 2017
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs
SS Husain, J Mir, SM Anwar, W Rafique, MO Ullah
Multimedia Tools and Applications, Springer US, 1-17, 2022
Improved HEVC -domain rate control algorithm for HDR video
J Mir, DS Talagala, A Fernando, SS Husain
Signal, Image and Video Processing 13 (3), 439-445, 2019
Improvements to TM6. 0 with a robust visual descriptor proposal from University of Surrey and Visual Atoms
M Bober, S Husain, S Paschalakis, K Wnukowicz
MPEG Standardisation contribution: ISO/IEC JTC1/SC29/WG11 CODING OF MOVING …, 2013
Divergence based weighting for information channels in deep convolutional neural networks for bird audio detection
C Zor, M Awais, J Kittler, M Bober, S Husain, Q Kong, C Kroos
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Bridget report on cdva core experiment 1 (ce1)
M Balestri, G Francini, S Lepsoy, M Bober, S Husain
ISO/IEC JTC1/SC29/WG11 M 38664, 2016, 2016
Understanding the Distributions of Aggregation Layers in Deep Neural Networks
EJ Ong, S Husain, M Bober
IEEE Transactions on Neural Networks and Learning Systems, 2022
On aggregation of local binary descriptors
S Husain, M Bober
2016 IEEE International Conference on Multimedia & Expo, 1-6, 2016
Single-cell subcellular protein localisation using novel ensembles of diverse deep architectures
SS Husain, EJ Ong, D Minskiy, M Bober-Irizar, A Irizar, M Bober
Nature Communications Biology 6 (1), 489, 2023
Top 2% position in Human Protein Atlas - Single Cell Classification | Kaggle, 2021
S Husain, EJ Ong, M Bober, M Bober-Irizar, 2021
Gold Medal from 150 teams in Google Landmark Retrieval Challenge 2019 | Kaggle
S Husain, EJ Ong, M Bober, M Bober-Irizar, 2019
Gold Medal in the Google YouTube 8M Video Understanding Challenge, 2018
S Husain, EJ Ong, M Bober, M Bober-Irizar, 2018
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