Meng, Hongying - Brunel University - Institute of Environment, Health and Societies, Biomedical Engineering

个人简介

Professor Hongying Meng is with Department of Electronic and Electrical Engineering at Brunel University London. Before joining Brunel, he held research positions in several UK universities including University College London (UCL), University of York, University of Southampton, University of Lincoln, and University of Dundee. He received his Ph.D. degree in Communication and Electronic Systems from Xi’an Jiaotong University and was a lecturer in Electronic Engineering Department of Tsinghua University, Beijing in China. His research area includes biomedical engineering, computer vision, affective computing, artificial intelligence, neuromorphic computing and Internet of Things. His research is funded by EPSRC, EU Horizon 2020, Royal Academy of Engineering, Royal Society, etc. He has published more than 200 academic papers with more than 7000 citations (Google Scholar h-index 39). He has developed 2 different emotion recognition systems that won AVEC2011 and AVEC2013 international challenge competitions respectively. He is a IEEE Senior Member since 2017 and an associate editor for IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) and IEEE Transactions on Cognitive and Developmental Systems (TCDS). He is also an associate Editors-in-Chief for Digital Twins and Applications (IET). He was recognized as one of the AI 2000 Most Influential Scholars by Aminer in 2022 and was listed as a Top 2% Scientist of the World (Stanford/Elsevier, single-year data sets) in 2023 and 2024.

研究领域

Digital Signal Processing: wavelet transform; digital filtering; statistical signal processing; audio signal processing; mechanical signal processing (fault detection), biomedical signal processing (e.g. ECG, EEG, EMG, GSR); real-time signal processing. Machine Learning: Support Vector Machine (SVM); kernel methods; artificial neural networks; genetic algorithm; genetic programming, feature selection and fusion; Bayesian methods; Hidden Markov Model (HMM); deep learning; Long Short Term Memory (LSTM), Convolutional Neural Network (CNN), Generative Adversarial Network (GAN), multi-label classification; statistical learning theory; multi-score learning, multiple classifier system, decision fusion, data mining, regression, spiking neural networks, neuromorphic computing. Human Computer Interaction: affective computing; emotional states recognition; facial expression analysis; multi-model interaction; movement modelling; gesture recognition, ubiquitous and pervasive computing; robot; self-driving car, ambient intelligence; multimodal emotional interaction system; interactive film; and virtual reality (VR). Computer Vision: biologically inspired vision systems; dynamic motion feature extraction; human action recognition; object detection; object tracking; visual surveillance; image compression; large scale image categorization; image segmentation; real-time image processing; medical image processing (CT, fMRI); embedded vision systems; 3D image processing, Holoscopic imaging; autonomous driving systems. Embedded Systems and Communications: FPGA; microcontroller (PIC, ARM); DSP (TI); smart phones; tablet; game consoles, SoC (System on Chip), IoT (Internet of Things), Controller Area Network (CAN), wireless networks and communication (ZigBee, Bluetooth, OOK, visible light communication, mmWave communication).

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Shen, Z., Li, G., Xia, R., Meng, H. and Huang, Z. (2024) 'A Lightweight Object Counting Network Based On Density Map Knowledge Distillation'. IEEE Transactions on Circuits and Systems for Video Technology, 0 (early access). pp. 1 - 14. ISSN: 1051-8215 Zhang, G., Gao, X., Meng, H., Pang, Y. and Nie, X. (2024) 'A Self-Supervised Network-Based Smoke Removal and Depth Estimation for Monocular Endoscopic Videos.'. IEEE Trans. Vis. Comput. Graph., 30. pp. 6547 - 6559. Cretu, I., Tindale, A., Balachandran, W., Abbod, M., Khir, AW. and Meng, H. (2024) 'Synthesis of Multimodal Cardiological Signals using a Conditional Wasserstein Generative Adversarial Network'. IEEE Access, 0 (early access). pp. 1 - 15. Chen, Z., Wang, W., Zhao, Z., Su, F., Men, A. and Meng, H. (2024) 'PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization'.The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024. Seattle, WA, USA. 17 - 21 June. Proceedings of The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024. Lai, Y., Guan, W., Luo, L., Guo, Y., Song, H. and Meng, H. (2024) 'Bayesian Estimation of Inverted Beta Mixture Models With Extended Stochastic Variational Inference for Positive Vector Classification'. IEEE Transactions on Neural Networks and Learning Systems, 35 (5). pp. 6948 - 6962. ISSN: 2162-237X Song, H., Gong, J., Meng, H. and Lai, Y. (2024) 'Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing'.The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24). Vancoucer, BC, Canada. 20 - 27 February. Association for the Advancement of Artificial Intelligence (AAAI). pp. 4909 - 4917. ISSN: 2159-5399 Jin, Z., Wang, Y., Wang, Q., Shen, Y. and Meng, H. (2024) 'SSRL: Self-supervised Spatial-temporal Representation Learning for 3D Action recognition'. IEEE Transactions on Circuits and Systems for Video Technology, 34 (1). pp. 274 - 285. ISSN: 1051-8215 Wang, Y., Zhang, Y., Ma, C., Wang, R., Guo, Z., Shen, Y., et al. (2023) 'Neonatal White Matter Damage Analysis using DTI Super-resolution and Multi-modality Image Registration'. International Journal of Neural Systems, 34 (1). pp. 1 - 11. ISSN: 0129-0657 Chen, J., Jin, Z., Wang, Q. and Meng, H. (2023) 'Self-supervised 3D Behavior Representation Learning Based on Homotopic Hyperbolic Embedding'. IEEE Transactions on Image Processing, 32. pp. 6061 - 6074. ISSN: 1057-7149 Cretu, I., Tindale, A., Abbod, M., Khir, A., Balachandran, W. and Meng, H. (2023) 'Reliable Multimodal Heartbeat Classification using Deep Neural Networks'. Journal of Biomedical Engineering and Biosciences, 10. pp. 41 - 52. Song, H., Ma, H., Si, Y., Gong, J., Meng, H. and Lai, Y. (2023) 'Back projection deep unrolling network for handwritten text image super resolution'. Computers and Electrical Engineering, 111. pp. 1 - 12. ISSN: 0045-7906 Yuan, S., Lin, W., Hang, B. and Meng, H. (2023) 'Quantum fast corner detection algorithm'. Quantum Information Processing, 22 (8). pp. 1 - 22. ISSN: 1570-0755 Faizan, M., Intzes, I., Cretu, I. and Meng, H. (2023) 'Implementation of Deep Learning Models on an SoC-FPGA Device for Real-Time Music Genre Classification'. Technologies, 11 (4). pp. 1 - 22. Chen, J., Zhao, C., Wang, Q. and Meng, H. (2023) 'HMANet: Hyperbolic Manifold Aware Network for Skeleton-Based Action Recognition'. IEEE Transactions on Cognitive and Developmental Systems, 15 (2). pp. 602 - 614. ISSN: 2379-8920 Tindale, A., Cretu, I., Meng, H. and Panoulas, V. (2023) 'Complete revascularization is associated with higher mortality in patients with ST-elevation myocardial infarction, multi-vessel disease and shock defined by hyperlactataemia: results from the Harefield Shock Registry incorporating explainable machine learning'. European Heart Journal: Acute Cardiovascular Care, 12 (9). pp. 615 - 623. ISSN: 2048-8726 Song, H., Ding, Q., Gong, J., Meng, H. and Lai, Y. (2023) 'SALSA-Net: Explainable Deep Unrolling Networks for Compressed Sensing'. Sensors, 23 (11). pp. 1 - 16. ISSN: 1424-8220 Hu, S., Molaei, AM., Yurduseven, O., Meng, H., Nilavalan, R., Gan, L. and et al. (2023) 'Multistatic MIMO Sparse Imaging Based on FFT and Low Rank Matrix Recovery Techniques'. IEEE Transactions on Microwave Theory and Techniques, 71 (3). pp. 1285 - 1295. ISSN: 0018-9480 Du, Y., Zhao, Z., Song, Y., Zhao, Y., Su, F., Gong, T. and et al. (2023) 'StrongSORT: Make DeepSORT Great Again'. IEEE Transactions on Multimedia, 25. pp. 8725 - 8737. ISSN: 1520-9210 Liu, D., Li, H., Zhao, Z., Su, F. and Meng, H. (2023) 'Word for Person: Zero-shot Composed Person Retrieval.'. CoRR, abs/2311.16515. Wang, P., Zhao, Z., Su, F. and Meng, H. (2023) 'LTReID: Factorizable Feature Generation with Independent Components for Long-Tailed Person Re-Identification'. IEEE Transactions on Multimedia, 25 (ahead-of-print). pp. 4610 - 4622. ISSN: 1520-9210 Huang, Y., Wang, Q., Yang, W., Liao, Q. and Meng, H. (2022) 'Hierarchical Deep Multi-task Learning with Attention Mechanism for Similarity Learning'. IEEE Transactions on Cognitive and Developmental Systems, 14 (4). pp. 1729 - 1742. ISSN: 2379-8920 Xia, R., Li, G., Huang, Z., Meng, H. and Pang, Y. (2022) 'Bi-path Combination YOLO for Real-time Few-shot Object Detection'. Pattern Recognition Letters, 165. pp. 91 - 97. ISSN: 0167-8655 Wang, T., Qin, R., Meng, H., Li, M., Cheng, M. and Liu, Y. (2022) 'Frequency Domain Feature Extraction and Long Short-Term Memory for Rolling Bearing Fault Diagnosis'.2022 International Conference on Machine Learning, Control, and Robotics (MLCR). Suzhou, China. 29 - 31 October. IEEE. pp. 72 - 77. 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 Huang, Y., Huang, J., Chen, X., Wang, Q. and Meng, H. (2022) 'An End-to-End Heterogeneous Network for Graph Similarity Learning'. Neurocomputing, 504. pp. 210 - 222. ISSN: 0925-2312 Cretu, I., Tindale, A., Abbod, M., Khir, A., Mason, M., Balachandran, W. and et al. (2022) 'Techniques to aid prediction of pacing dependence at 30 days in patients requiring pacemaker implantation after cardiac surgery'.2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Glasgow, UK. 11 - 15 July. IEEE. pp. 2647 - 2650. ISSN: 2375-7477 Yang, W., Chen, G., Zhao, Z., Su, F. and Meng, H. (2022) 'iCGPN: Interaction-Centric Graph Parsing Network for Human-Object Interaction Detection'. Neurocomputing, 502. pp. 98 - 109. ISSN: 0925-2312 Huang, J., Huang, Y., Wang, Q., Yang, W. and Meng, H. (2022) 'Self-supervised Representation Learning for Videos by Segmenting via Sampling Rate Order Prediction'. IEEE Transactions on Circuits and Systems for Video Technology, 32 (6). pp. 3475 - 3489. ISSN: 1051-8215 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 Zhao, K., Chen, T., Chen, L., Fu, X., Meng, H., Yap, MH., et al. (2022) 'Editorial: Facial Expression Recognition and Computing: An Interdisciplinary Perspective'. Frontiers in Psychology, 13. pp. 1 - 2. ISSN: 1664-1078 Qi, M., Cui, S., Chang, X., Xu, Y., Meng, H., Wang, Y. and et al. (2022) 'Multi-region Nonuniform Brightness Correction Algorithm Based on L-Channel Gamma Transform'. Security and Communication Networks, 2022 (Special). pp. 1 - 9. ISSN: 1939-0114 Xia, R., Li, G., Huang, Z., Meng, H. and Pang, Y. (2022) 'CBASH: Combined Backbone and Advanced Selection Heads with Object Semantic Proposals for Weakly Supervised Object Detection'. IEEE Transactions on Circuits and Systems for Video Technology, 32 (10). pp. 6502 - 6514. ISSN: 1051-8215 Qi, M., Yin, T., Cheng, G., Xu, Y., Meng, H., Wang, Y. and et al. (2022) 'Research on Printing Defects Inspection of Solder Paste Images'. Wireless Communications and Mobile Computing, 2022 (Special). pp. 1 - 9. ISSN: 1530-8669 Qi, M., Wang, Y., Chen, Y., Xin, H., Xu, Y., Meng, H. and et al. (2022) 'Center detection algorithm for printed circuit board circular marks based on image space and parameter space'. Journal of Electronic Imaging, 32 (1). pp. 1 - 13. ISSN: 1017-9909 Wang, W., Zhao, Z., Wang, P., Su, F. and Meng, H. (2022) 'Attentive Feature Augmentation for Long-Tailed Visual Recognition'. IEEE Transactions on Circuits and Systems for Video Technology, 32 (9). pp. 5803 - 5816. ISSN: 1051-8215 Song, H., Ai, Z., Lai, Y., Meng, H. and Mao, Q. (2022) 'Sparse signal reconstruction via generalized two-stage thresholding'. Science China Information Sciences, 65 (3). pp. 1 - 2. ISSN: 1674-733X 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 Fan, Z., Niu, X., Miao, B. and Meng, H. (2022) 'Hybrid coded excitation of the torsional guided wave mode T(0,1) for oil and gas pipeline inspection'. Applied Sciences, 12 (2). pp. 1 - 14. Zhang, C., Chen, P., Lei, T., Wu, Y. and Meng, H. (2022) 'What-Where-When Attention Network for Video-based Person Re-identification'. Neurocomputing, 468. pp. 33 - 47. ISSN: 0925-2312 Chen, X., Jin, Z., Wang, Q., Yang, W., Liao, Q. and Meng, H. (2021) 'Unsupervised visual feature learning based on similarity guidance'. Neurocomputing, 490. pp. 358 - 369. ISSN: 0925-2312 Zhang, C., Chen, P., Lei, T. and Meng, H. (2021) 'Triplet interactive attention network for cross-modality person re-identification'. Pattern Recognition Letters, 152. pp. 202 - 209. ISSN: 0167-8655 Lai, Y., Guan, W., Luo, L., Ruan, Q., Ping, Y., Song, H., et al. (2021) 'Extended variational inference for Dirichlet process mixture of Beta-Liouville distributions for proportional data modeling'. International Journal of Intelligent Systems, 37 (7). pp. 4277 - 4306. ISSN: 0884-8173 Pereira, M., Meng, H. and Hone, K. (2021) 'Prediction of Communication Effectiveness During Media Skills Training Using Commercial Automatic Non-verbal Recognition Systems'. Frontiers in Psychology, 12. pp. 1 - 16. ISSN: 1664-1078 Meng, H., Lei, T., Li, M., Li, K., Xiong, N. and Wang, L. (2021) 'Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery'. Springer International Publishing. ISSN 10: 3030706656 ISSN 13: 9783030706654 Qin, Q., Meng, H. and Yang, Y. (2021) 'Adaptive Keyframe Selection for Light-Weighted SLAM Using RGB-D Cameras'.The International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery. Xi'an, China. 27 - 21 December. Springer International Publishing. pp. 1909 - 1917. ISSN: 2367-4512 Wang, X. and Meng, H. (2021) 'Integer Sparse Distributed Memory Based on Neural Coding'.The International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery ICNC-FSKD 2020. Xi'an, China (virtual). 27 - 21 December. Springer International Publishing. pp. 994 - 1001. ISSN: 2367-4512 Almatrouk, B., Meng, H. and Swash, R. (2021) 'Disparity Estimation from Holoscopic Elemental Images'.The International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery ICNC-FSKD 2020. Xi'an, China (virtual). 27 - 21 December. Springer International Publishing. pp. 1106 - 1113. ISSN: 2367-4512 Qin, R., Liu, J., Meng, H. and Chen, T. (2021) 'Specific Designed Facial Expression Recognition System for Interactive Film Applications'.Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery. ICNC-FSKD 2020. Xi'an, China. 27 - 21 December. Springer International Publishing. pp. 644 - 651. ISSN: 2367-4512 Zhang, F., Meng, H., Li, M., Cui, R. and Liu, C. (2021) 'Music Emotion Recognition Based on Chord Identification'.The International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery ICNC-FSKD 2020. Xi'an, China (virtual). 27 - 21 December. Springer International Publishing. pp. 956 - 963. ISSN: 2367-4512 Cao, C., Swash, MR. and Meng, H. (2021) 'Semantic 3D Scene Classification Based on Holoscopic 3D Camera for Autonomous Vehicles'.The International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery ICNC-FSKD 2020. Xi'an, China (virtual). 27 - 21 December. Springer International Publishing. pp. 897 - 904. ISSN: 2367-4512 Cao, C., Swash, MR. and Meng, H. (2021) 'Semantic 3D Scene Classification Based on Holoscopic 3D Camera for Autonomous Vehicles'.The International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery ICNC-FSKD 2020. Xi'an, China (virtual). 27 - 21 December. Springer International Publishing. pp. 897 - 904. ISSN: 2367-4512 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 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 Song, H., Ren, X., Lai, Y. and Meng, H. (2021) 'Sparse Analysis Recovery via Iterative Cosupport Detection Estimation'. IEEE Access, 9. pp. 38386 - 38395. ISSN: 2169-3536 Liu, Y., Peng, M., Swash, MR., Chen, T., Qin, R. and Meng, H. (2021) 'Holoscopic 3D Microgesture Recognition by Deep Neural Network Model based on Viewpoint Images and Decision Fusion'. IEEE Transactions on Human-Machine Systems, 51 (2). pp. 162 - 171. ISSN: 2168-2291 Fan, Z. and Meng, H. (2021) 'Coded excitation with Nonlinear Frequency Modulation Carrier in Ultrasound Imaging System'.2020 IEEE Far East NDT New Technology & Application Forum (FENDT). Kunming, Yunnan province, China. 4 - 22 November. IEEE. pp. 31 - 35. 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 Egede, JO., Song, S., Olugbade, TA., Wang, C., Williams, ADC., Meng, H., et al. (2020) 'EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions'.15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020). Buenos Aires, Argentina. 1 - 20 November. IEEE. pp. 849 - 856. ISSN: 2326-5396 Li, L., Huang, J., Cheng, Q., Meng, H. and Han, Z. (2020) 'Automatic Modulation Recognition: A Few-Shot Learning Method Based on the Capsule Network'. IEEE Wireless Communications Letters, 10 (3). pp. 474 - 477. ISSN: 2162-2337 Liu, Y., Yang, S., Meng, H., Swash, MR. and Shan, S. (2020) 'A Novel pseudo viewpoint based Holoscopic 3D Micro-gesture Recognition'.ICMI '20: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION. Virtual Event Netherlands. 25 ACM. pp. 77 - 81. 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 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 Cao, C., Swash, MR. and Meng, H. (2020) 'Reliable Holoscopic 3D Face Recognition'.2020 7th International Conference on Signal Processing and Integrated Networks (SPIN). Noida, India. 20 - 28 February. IEEE. pp. 696 - 701. ISSN: 2688-7681 Intzes, I., Meng, H. and Cosmas, J. (2020) 'An ingenious design of a high performance-low complexity image compressor for Wireless Capsule Endoscopy'. Sensors, 20 (6). pp. 1 - 16. ISSN: 1424-8220 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. Liu, S., Liu, J., Zhao, Q., Cao, X., Li, H., Meng, D., et al. (2019) 'Discovering Influential Factors in Variational Autoencoders'. Pattern Recognition, 100 (April 2020). pp. 107166 - 107166. ISSN: 0031-3203 Qin, R., Liu, Y., Swash, M., Li, M., Meng, H., Lei, T. and et al. (2019) 'A Fast Automatic Holoscopic 3D Micro-gesture Recognition System for Immersive Applications'.Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery. ICNC-FSKD 2019. Yunnan, China. 7 - 22 July. Springer International Publishing. pp. 696 - 703. ISSN: 1860-0794 Jan, A., Zhao, Z., Chen, T., Meng, H. and Lei, T. (2019) 'Spatial Multi-scale Motion History Histograms and Its Applications'.Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery. ICNC-FSKD 2019. Yunnan, China. 7 - 22 July. Springer International Publishing. pp. 735 - 742. ISSN: 1860-0794 Fan, Z., Rudlin, J., Asfis, G. and Meng, H. (2019) 'Convolution of Barker and Golay Codes for Low Voltage Ultrasonic Testing'. Technologies, 7 (4). pp. 72 - 87. ISSN: 2227-7080 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 Wang, Y., Zhao, Y., Guo, Z., Qi, M., Fan, Y. and Meng, H. (2019) 'Diffusion Tensor Image Segmentation Based on Multi-Atlas Active Shape Model'. Multimedia Tools and Applications, 78 (24). pp. 34231 - 34246. ISSN: 0942-4962 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 Jiang, R., Li, X., Gao, A., Li, L., Meng, H., Yue, S. and et al. (2019) 'Learning Spectral and Spatial Features Based on Generative Adversarial Network for Hyperspectral Image Super-Resolution'.IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium. Yokohama, Japan, Japan. IEEE. pp. 3161 - 3164. ISSN: 2153-7003 Lei, T., Jia, X., Liu, T., Liu, S., Meng, H. and Nandi, A. (2019) 'Adaptive Morphological Reconstruction for Seeded Image Segmentation'. IEEE Transactions on Image Processing, 28 (11). pp. 5510 - 5523. ISSN: 1941-0042 Lei, T., Zhang, Q., Xue, D., Chen, T., Meng, H. and Nandi, A. (2019) 'End-to-end Change Detection Using a Symmetric Fully Convolutional Network for Landslide Mapping'.ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Brighton, UK. 17 - 17 May. IEEE. pp. 3027 - 3031. ISSN: 2379-190X