| 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 | 64 | 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 | 59 | 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 | 56 | 2019 |
| Siamese network of deep fisher-vector descriptors for image retrieval EJ Ong, S Husain, M Bober arXiv preprint arXiv:1702.00338, 2017 | 50 | 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 | 22 | 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 | 16 | 2021 |
| Compact and robust signature for large scale visual search, retrieval and classification M Bober, S Husain US Patent 9,864,928, 2018 | 12 | 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 |
| 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 | 8 | 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 | 7 | 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 | 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 |
| 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 | 3 | 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, 2022 | 2 | 2022 |
| On aggregation of local binary descriptors S Husain, M Bober 2016 IEEE International Conference on Multimedia & Expo, 1-6, 2016 | 2 | 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 | 1* | 2023 |
| 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 |
| Gold Medal in the Google YouTube 8M Video Understanding Challenge, 2018 S Husain, EJ Ong, M Bober, M Bober-Irizar https://www.kaggle.com/c/youtube8m, 2018 | | 2018 |
Miroslaw BoberProfessorVerified email at surrey.ac.uk
