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 | |
Professor Hongying Meng Professor
T: +44 (0)1895 265496
E: hongying.meng@brunel.ac.uk |
+44 (0)1895 265496 | hongying.meng@brunel.ac.uk | Howell Building 233 |
Outputs
Lei, T., Jia, X., Xue, D., Wang, Q., Meng, H. and Nandi, AK. (2022) '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
Liu, W., Wei, X., Lei, T., Wang, X., Meng, H. and Nandi, A. (2022) '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
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
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
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., Jia, X., Zhang, Y., Liu, S., Meng, H. and Nandi, A. (2019) '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
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