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
66 2017 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
57 2019 Siamese network of deep fisher-vector descriptors for image retrieval EJ Ong, S Husain, M Bober
arXiv preprint arXiv:1702.00338, 2017
54 2017 Fast, compact, and discriminative: Evaluation of binary descriptors for mobile applications S Madeo, M Bober
IEEE Transactions on Multimedia 19 (2), 221-235, 2016
31 2016 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
24 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
18 2021 Compact and robust signature for large scale visual search, retrieval and classification M Bober, S Husain
US Patent 9,864,928, 2018
13 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
10 2014 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
9 2022 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
9 2017 Improved HEVC J Mir, DS Talagala, A Fernando, SS Husain
Signal, Image and Video Processing 13 (3), 439-445, 2019
6 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
6 2013 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
5 * 2023 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
4 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
3 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, 2024
2 2024 On aggregation of local binary descriptors S Husain, M Bober
2016 IEEE International Conference on Multimedia & Expo, 1-6, 2016
2 2016 Concrete Forensic Analysis using Deep Learning-based Coarse Aggregate Segmentation M Ullah, J Mir, SS Husain, MLUR Shahid, A Ahmad
Automation in Construction, Elsevier, 2024
2024 Top 2% position in Human Protein Atlas - Single Cell Classification | Kaggle, 2021 S Husain, EJ Ong, M Bober, M Bober-Irizar
https://www.kaggle.com/c/hpa-single-cell-image-classification, 2021
2021 Gold Medal from 150 teams in Google Landmark Retrieval Challenge 2019 | Kaggle S Husain, EJ Ong, M Bober, M Bober-Irizar
https://www.kaggle.com/c/landmark-retrieval-2019, 2019
2019 
Miroslaw BoberProfessorПотвърден имейл адрес: surrey.ac.uk
