Framework for image segmentation based on multi-scale feature learning
Funder: Royal SocietyDuration: March 2018 - March 2020
People
Name | Telephone | Office | ||
---|---|---|---|---|
Professor Asoke Nandi Professor - Electronic & Computer Engineering (Principal investigator)
T: +44 (0)1895 266119
E: asoke.nandi@brunel.ac.uk |
+44 (0)1895 266119 | asoke.nandi@brunel.ac.uk | Howell Building 211 | |
Dr Hongying Meng Reader
T: +44 (0)1895 265496
E: hongying.meng@brunel.ac.uk |
+44 (0)1895 265496 | hongying.meng@brunel.ac.uk | Howell Building 233 |
Outputs
Wang, R., Lei, T., Cui, R., Zhang, B., Meng, H. and Nandi, AK. (2022) 'Medical image segmentation using deep learning: A survey'. IET Image Processing, 16 (5). pp. 1243 - 1267. ISSN: 1751-9659 Open Access Link
Lei, T., Jia, X., Xue, D., Wang, Q., Meng, H. and Nandi, AK. (2021) 'Fuzzy Student’s T-Distribution Model Based on Richer Spatial Combination'. IEEE Transactions on Fuzzy Systems, 30 (8). pp. 3023 - 3037. ISSN: 1063-6706 Open Access Link
Wang, R., Lei, T., Zhou, W., Wang, Q., Meng, H. and Nandi, AK. (2021) 'Lightweight Non-Local Network for Image Super-Resolution'.ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE. pp. 1625 - 1629. ISSN: 1520-6149 Open Access Link
Du, X., Gu, D., Lei, T., Wang, S., Zhang, X. and Meng, H. (2021) 'HNSF Log-Demons: Diffeomorphic demons registration using hierarchical neighbourhood spectral features'. IET Image Processing, 15 (11). pp. 2666 - 2679. ISSN: 1751-9659 Open Access Link
Liu, W., Wei, X., Lei, T., Wang, X., Meng, H. and Nandi, A. (2021) 'Data Fusion based Two-stage Cascade Framework for Multi-Modality Face Anti-Spoofing'. IEEE Transactions on Cognitive and Developmental Systems, 14 (2). pp. 672 - 683. ISSN: 2379-8920 Open Access Link
Lei, T., Wang, R., Zhang, Y., Wang, Y., Liu, C. and Nandi, AK. (2021) 'DefED-Net: Deformable Encoder-Decoder Network for Liver and Liver Tumor Segmentation'. IEEE Transactions on Radiation and Plasma Medical Sciences, 6 (1). pp. 68 - 78. ISSN: 2469-7303 Open Access Link
Xue, D., Lei, T., Jia, X., Wang, X., Chen, T. and Nandi, A. (2020) 'Unsupervised Change Detection Using Multiscale and Multiresolution Gaussian-Mixture-Model Guided by Saliency Enhancement'. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 1796 - 1809. ISSN: 1939-1404 Open Access Link
Jia, X., Lei, T., Liu, P., Xue, D., Meng, H. and Nandi, AK. (2020) 'Fast and Automatic Image Segmentation Using Superpixel-Based Graph Clustering'. IEEE Access, 8. pp. 211526 - 211539. ISSN: 2169-3536 Open Access Link
Jia, X., Lei, T., Du, X., Liu, S., Meng, H. and Nandi, AK. (2020) 'Robust Self-Sparse Fuzzy Clustering for Image Segmentation.'. IEEE Access, 8. pp. 146182 - 146195.
Jia, X., Lei, T., Du, X., Liu, S., Meng, H. and Nandi, AK. (2020) 'Robust Self-Sparse Fuzzy Clustering for Image Segmentation'. IEEE Access, 8. pp. 146182 - 146195. ISSN: 2169-3536 Open Access Link
Lei, T., Zhou, W., Zhang, Y., Wang, R., Meng, H. and Nandi, A. (2020) 'Lightweight V-Net for Liver Segmentation'.45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). Bacelona, Spain. 1 - 8 May. IEEE. pp. 1379 - 1383. ISSN: 1520-6149 Open Access Link
Lei, T., Wang, R., Wan, Y., Du, X., Meng, H. and Nandi, AK. (2020) 'Medical Image Segmentation Using Deep Learning: A Survey.'. CoRR, abs/2009.13120.
Lei, T., Jia, X., Liu, T., Liu, S., Meng, H. and Nandi, A. (2019) 'Adaptive Morphological Reconstruction for Seeded Image Segmentation.'. IEEE Trans. Image Processing, 28. pp. 5510 - 5523.
Lei, T., Liu, P., Jia, X., Zhang, X., Meng, H. and Nandi, AK. (2019) 'Automatic Fuzzy Clustering Framework for Image Segmentation'. IEEE Transactions on Fuzzy Systems, 28 (9). pp. 2078 - 2092. ISSN: 1063-6706 Open Access Link
Lei, T., Jia, X., Zhang, Y., Liu, S., Meng, H. and Nandi, A. (2018) 'Superpixel-based Fast Fuzzy C-Means Clustering for Color Image Segmentation'. IEEE Transactions on Fuzzy Systems, 27 (9). pp. 1753 - 1766. ISSN: 1063-6706 Open Access Link