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Framework for image segmentation based on multi-scale feature learning

Funder: Royal Society
Duration: March 2018 - March 2020

People

Name Telephone Email Office
Professor Asoke Nandi 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 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 226

Outputs

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.

Conference paper

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, 0 (in press). pp. 1 - 14. ISSN: 1751-9659 Open Access Link

Journal article

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. pp. 1 - 12. ISSN: 2379-8920 Open Access Link

Journal article

Nandi, A., Lei, T., Wang, R., Zhang, Y., Wang, Y. and Liu, C. (2021) 'DefED-Net: Deformable Encoder-Decoder Network for Liver and Liver Tumor Segmentation'. IEEE Transactions on Radiation and Plasma Medical Sciences. pp. 1 - 12. ISSN: 2469-7303 Open Access Link

Journal article

Nandi, A., Xue, D., Lei, T., Jia, X., Wang, X. and Chen, T. (2021) 'Unsupervised Change Detection Using Multi-Scale and Multi-Resolution Gaussian-Mixture-Model Guided by Saliency Enhancement'. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 1 - 14. ISSN: 1939-1404 Open Access Link

Journal article

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. 1 - 14. ISSN: 2169-3536 Open Access Link

Journal article

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.

Journal article

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. pp. 1 - 20. ISSN: 2331-8422 Open Access Link

Journal article

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

Journal article

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

Conference paper

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.

Journal article

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

Journal article

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

Journal article