| Fast image interpolation via random forests JJ Huang, WC Siu, TR Liu IEEE Transactions on Image Processing 24 (10), 3232-3245, 2015 | 125 | 2015 |
| WINNet: Wavelet-inspired Invertible Network for Image Denoising JJ Huang, PL Dragotti IEEE Transactions on Image Processing, 2022 | 86 | 2022 |
| Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net T Liu, Q Meng, JJ Huang, A Vlontzos, D Rueckert, B Kainz IEEE Transactions on Image Processing, 2021 | 82 | 2021 |
| Learning hierarchical decision trees for single-image super-resolution JJ Huang, WC Siu IEEE Transactions on Circuits and Systems for Video Technology 27 (5), 937-950, 2017 | 74 | 2017 |
| Coupled network for robust pedestrian detection with gated multi-layer feature extraction and deformable occlusion handling T Liu, W Luo, L Ma, JJ Huang, T Stathaki, T Dai IEEE Transactions on Image Processing 30, 754-766, 2021 | 42 | 2021 |
| Meta-learning based Alternating Minimization Algorithm for Non-convex Optimization JY Xia, S Li, JJ Huang, Z Yang, I Jaimoukha, D Gunduz IEEE Transactions on Neural Networks and Learning Systems, 2022 | 41 | 2022 |
| SRHRF+: Self-example enhanced single image super-resolution using hierarchical random forests JJ Huang, T Liu, P Luigi Dragotti, T Stathaki Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 31 | 2017 |
| Multi-view subspace clustering via adaptive graph learning and late fusion alignment C Tang, K Sun, C Tang, X Zheng, X Liu, JJ Huang, W Zhang Neural Networks 165, 333-343, 2023 | 24 | 2023 |
| Image Super-Resolution via Weighted Random Forest ZS Liu, WC Siu, JJ Huang 2017 IEEE International Conference on Industrial Technology (ICIT), 1019-1023, 2017 | 24 | 2017 |
| Imperceptible Adversarial Attack via Invertible Neural Networks Z Chen, Z Wang, JJ Huang, W Zhao, X Liu, D Guan AAAI-2023, 2023 | 20 | 2023 |
| Practical application of random forests for super-resolution imaging JJ Huang, WC Siu 2015 IEEE International Symposium on Circuits and Systems (ISCAS), 2161-2164, 2015 | 20 | 2015 |
| A Deep Dictionary Model for Image Super-Resolution JJ Huang, PL Dragotti ICASSP 2018-IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 19 | 2018 |
| LINN: Lifting Inspired Invertible Neural Network for Image Denoising JJ Huang, PL Dragotti The 29th European Signal Processing Conference, EUSIPCO 2021, 2021 | 14 | 2021 |
| Reconstruction of FRI Signals Using Deep Neural Network Approaches VCH Leung, JJ Huang, PL Dragotti ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 14 | 2020 |
| When de Prony met Leonardo: an automatic algorithm for chemical element extraction from macro X-ray fluorescence data S Yan, JJ Huang, N Daly, C Higgitt, PL Dragotti IEEE Transactions on Computational Imaging 7, 908-924, 2021 | 13 | 2021 |
| Revealing Hidden Drawings in Leonardo’s ‘the Virgin of the Rocks’ from Macro X-Ray Fluorescence Scanning Data through Element Line Localisation S Yan, JJ Huang, N Daly, C Higgitt, PL Dragotti ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 12 | 2020 |
| Learning deep analysis dictionaries for image super-resolution JJ Huang, PL Dragotti IEEE Transactions on Signal Processing, 2020 | 11 | 2020 |
| Gated multi-layer convolutional feature extraction network for robust pedestrian detection T Liu, JJ Huang, T Dai, G Ren, T Stathaki ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 11 | 2020 |
| Image Super-resolution via Hybrid NEDI and Wavelet-based Scheme ZS Liu, WC Siu, JJ Huang 2015 Asia-Pacific Signal and Information Processing Association Annual …, 2015 | 10 | 2015 |
| Fast Image Interpolation with Decision Tree JJ Huang, WC Siu 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 10 | 2015 |
Pier Luigi DragottiProfessor, Imperial College LondonVerified email at imperial.ac.uk
