A novel energy-efficient spike transformer network for depth estimation from event cameras via cross-modality knowledge distillation.

Lianghao Han https://orcid.org/0000-0001-8672-1017 https://www.wikidata.org/entity/Q59550560

Xin Zhang 0033 Liangxiu Han Sergio Davies Tam Sobeih Lianghao Han Darren Dancey A novel energy-efficient spike transformer network for depth estimation from event cameras via cross-modality knowledge distillation. 131745 2025 658 Neurocomputing https://doi.org/10.1016/j.neucom.2025.131745 db/journals/ijon/ijon658.html#ZhangHDSHD25 streams/journals/ijon

Yue Shi Liangxiu Han Lianghao Han Darren Dancey Xueqin Zhang WaveDiffUR: A Wavelet-Domain Diffusion Model for Ultraresolution in Remote Sensing. 1-14 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3614101 db/journals/tgrs/tgrs63.html#ShiHHDZ25 streams/journals/tgrs

Xin Zhang 0033 Liangxiu Han Tam Sobeih Lianghao Han Darren Dancey A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation. 2024 abs/2404.17335 CoRR https://doi.org/10.48550/arXiv.2404.17335 db/journals/corr/corr2404.html#abs-2404-17335

Yue Shi Liangxiu Han Darren Dancey Lianghao Han WaveDiffUR: A diffusion SDE-based solver for ultra magnification super-resolution in remote sensing images. 2024 abs/2412.18996 CoRR https://doi.org/10.48550/arXiv.2412.18996 db/journals/corr/corr2412.html#abs-2412-18996 streams/journals/corr

Xin Zhang 0033 Liangxiu Han Lianghao Han Haoming Chen Darren Dancey Daoqiang Zhang sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI. 108603-108616 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3321220 db/journals/access/access11.html#ZhangHHCDZ23

Xin Zhang 0033 Liangxiu Han Tam Sobeih Lianghao Han Nina Dempsey Symeon Lechareas Ascanio Tridente Haoming Chen Stephen White Daoqiang Zhang CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia From Chest X-Ray Images. 980-991 2023 February 27 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2022.3220813 db/journals/titb/titb27.html#ZhangHSHDLTCWZ23

Xin Zhang 0033 Liangxiu Han Lianghao Han Haoming Chen Darren Dancey Daoqiang Zhang sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI. 2023 abs/2302.08967 CoRR https://doi.org/10.48550/arXiv.2302.08967 db/journals/corr/corr2302.html#abs-2302-08967

Yue Shi Liangxiu Han Wenjiang Huang Sheng Chang 0001 Yingying Dong Darren Dancey Lianghao Han A Biologically Interpretable Two-Stage Deep Neural Network (BIT-DNN) for Vegetation Recognition From Hyperspectral Imagery. 1-20 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2021.3058782 db/journals/tgrs/tgrs60.html#ShiHHCDDH22

Yue Shi Liangxiu Han Lianghao Han Sheng Chang 0001 Tongle Hu Darren Dancey A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-Resolution. 1-19 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2022.3193441 db/journals/tgrs/tgrs60.html#ShiHHCHD22

Zhihao Dai Zhong Li Lianghao Han BoneBert: A BERT-based Automated Information Extraction System of Radiology Reports for Bone Fracture Detection and Diagnosis. 263-274 2021 IDA https://doi.org/10.1007/978-3-030-74251-5_21 conf/ida/2021 db/conf/ida/ida2021.html#DaiLH21

Xin Zhang 0033 Liangxiu Han Tam Sobeih Lianghao Han Nina C. Dempsey-Hibbert Symeon Lechareas Ascanio Tridente Haoming Chen Stephen White CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images. 2021 abs/2110.10813 CoRR https://arxiv.org/abs/2110.10813 db/journals/corr/corr2110.html#abs-2110-10813

Yue Shi Liangxiu Han Lianghao Han Sheng Chang 0001 Tongle Hu Darren Dancey A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution. 2021 abs/2111.08685 CoRR https://arxiv.org/abs/2111.08685 db/journals/corr/corr2111.html#abs-2111-08685

Xin Zhang 0033 Liangxiu Han Lianghao Han Liang Zhu How Well Do Deep Learning-Based Methods for Land Cover Classification and Object Detection Perform on High Resolution Remote Sensing Imagery? 417 2020 12 Remote. Sens. 3 https://doi.org/10.3390/rs12030417 https://www.wikidata.org/entity/Q125744321 db/journals/remotesensing/remotesensing12.html#ZhangHHZ20

Yue Shi Liangxiu Han Wenjiang Huang Sheng Chang 0001 Yingying Dong Darren Dancey Lianghao Han A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Hyperspectral Imagery Classification. 2020 abs/2004.08886 CoRR https://arxiv.org/abs/2004.08886 db/journals/corr/corr2004.html#abs-2004-08886

Xin Zhang 0033 Liangxiu Han Yingying Dong Yue Shi Wenjiang Huang Lianghao Han Pablo González-Moreno Huiqin Ma Huichun Ye Tam Sobeih A Deep Learning-Based Approach for Automated Yellow Rust Disease Detection from High-Resolution Hyperspectral UAV Images. 1554 2019 11 Remote. Sens. 13 https://doi.org/10.3390/rs11131554 https://www.wikidata.org/entity/Q122903130 db/journals/remotesensing/remotesensing11.html#ZhangHDSHHGMYS19

Pouyan Dinarvand Liangxiu Han Adam Coates 0001 Lianghao Han Automatic Real-Time Prediction of Energy Consumption Based on Occupancy Pattern for Energy Efficiency Management in Buildings. 1299-1304 2018 HPCC/SmartCity/DSS https://doi.org/10.1109/HPCC/SmartCity/DSS.2018.00217 conf/hpcc/2018 db/conf/hpcc/hpcc2018.html#DinarvandHCH18

Lianghao Han Hua Dong 0003 Jamie R. McClelland Liangxiu Han David J. Hawkes Dean C. Barratt A hybrid patient-specific biomechanical model based image registration method for the motion estimation of lungs. 87-100 2017 39 Medical Image Anal. https://doi.org/10.1016/j.media.2017.04.003 https://www.wikidata.org/entity/Q40465109 db/journals/mia/mia39.html#HanDMHHB17

Liangxiu Han Muhammad Salman Haleem Tam Sobeih Ying Liu Anthony Soroka Lianghao Han An Automated Cloud-Based Big Data Analytics Platform for Customer Insights. 287-292 2017 iThings/GreenCom/CPSCom/SmartData https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2017.48 https://doi.ieeecomputersociety.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2017.48 conf/ithings/2017 db/conf/ithings/ithings2017.html#HanHSLSH17

Stian Flage Johnsen Zeike A. Taylor Matthew J. Clarkson John H. Hipwell Marc Modat Björn Eiben Lianghao Han Yipeng Hu Thomy Mertzanidou David J. Hawkes Sébastien Ourselin NiftySim: A GPU-based nonlinear finite element package for simulation of soft tissue biomechanics. 1077-1095 2015 10 Int. J. Comput. Assist. Radiol. Surg. 7 https://doi.org/10.1007/s11548-014-1118-5 https://www.wikidata.org/entity/Q35267019 db/journals/cars/cars10.html#JohnsenTCHMEHHM15

Stian Flage Johnsen Zeike A. Taylor Lianghao Han Yipeng Hu Matthew J. Clarkson David J. Hawkes Sébastien Ourselin Detection and modelling of contacts in explicit finite-element simulation of soft tissue biomechanics. 1873-1891 2015 10 Int. J. Comput. Assist. Radiol. Surg. 11 https://doi.org/10.1007/s11548-014-1142-5 https://www.wikidata.org/entity/Q41624205 db/journals/cars/cars10.html#JohnsenTHHCHO15

Thomy Mertzanidou John H. Hipwell Stian Flage Johnsen Lianghao Han Björn Eiben Zeike A. Taylor Sébastien Ourselin Henkjan J. Huisman Ritse Mann Ulrich Bick Nico Karssemeijer David J. Hawkes MRI to X-ray mammography intensity-based registration with simultaneous optimisation of pose and biomechanical transformation parameters. 674-683 2014 18 Medical Image Anal. 4 https://doi.org/10.1016/j.media.2014.03.003 https://www.wikidata.org/entity/Q52877652 db/journals/mia/mia18.html#MertzanidouHJHETOHMBKH14

Lianghao Han John H. Hipwell Björn Eiben Dean C. Barratt Marc Modat Sébastien Ourselin David J. Hawkes A Nonlinear Biomechanical Model Based Registration Method for Aligning Prone and Supine MR Breast Images. 682-694 2014 33 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2013.2294539 https://www.wikidata.org/entity/Q51105023 db/journals/tmi/tmi33.html#HanHEBMOH14

Lianghao Han David J. Hawkes Dean C. Barratt A hybrid biomechanical model-based image registration method for sliding objects. 90340G 2014 Image Processing https://doi.org/10.1117/12.2043749 conf/miip/2014 db/conf/miip/miip2014.html#HanHB14 Björn Eiben Lianghao Han John H. Hipwell Thomy Mertzanidou Sven Kabus Thomas Bülow Cristian Lorenz Gillian Newstead Hiroyuki Abe Mohammed Keshtgar Sébastien Ourselin David J. Hawkes Biomechanically guided prone-to-supine image registration of breast MRI using an estimated reference state. 214-217 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556450 db/conf/isbi/isbi2013.html#EibenHHMKBLNAKOH13 Thomy Mertzanidou John H. Hipwell Lianghao Han Zeike A. Taylor Henkjan J. Huisman Ulrich Bick Nico Karssemeijer David J. Hawkes Intensity-Based MRI to X-ray Mammography Registration with an Integrated Fast Biomechanical Transformation. 48-55 2012 Digital Mammography / IWDM https://doi.org/10.1007/978-3-642-31271-7_7 conf/mammo/2012 db/conf/mammo/iwdm2012.html#MertzanidouHHTHBKH12 Lianghao Han John H. Hipwell Thomy Mertzanidou Timothy J. Carter Marc Modat Sébastien Ourselin David J. Hawkes A hybrid fem-based method for aligning prone and supine images for image guided breast surgery. 1239-1242 2011 ISBI https://doi.org/10.1109/ISBI.2011.5872626 conf/isbi/2011 db/conf/isbi/isbi2011.html#HanHMCMOH11 Lianghao Han John H. Hipwell Zeike A. Taylor Christine Tanner Sébastien Ourselin David J. Hawkes Fast Deformation Simulation of Breasts Using GPU-Based Dynamic Explicit Finite Element Method. 728-735 2010 Digital Mammography / IWDM https://doi.org/10.1007/978-3-642-13666-5_98 conf/mammo/2010 db/conf/mammo/iwdm2010.html#HanHTTOH10 Lianghao Han J. Alison Noble Michael Burcher The elastic reconstruction of soft tissues. 1035-1038 2002 conf/isbi/2002 ISBI https://doi.org/10.1109/ISBI.2002.1029441 https://www.wikidata.org/entity/Q56879246 db/conf/isbi/isbi2002.html#HanNB02 Lianghao Han Michael Burcher J. Alison Noble Non-invasive Measurement of Biomechanical Properties of in vivo Soft Tissues. 208-215 2002 conf/miccai/2002-1 MICCAI (1) https://doi.org/10.1007/3-540-45786-0_26 db/conf/miccai/miccai2002-1.html#HanBN02 Hiroyuki Abe Dean C. Barratt Ulrich Bick Thomas Bülow Michael Burcher Timothy J. Carter Sheng Chang 0001 Haoming Chen Matthew J. Clarkson Adam Coates 0001 Zhihao Dai Darren Dancey Sergio Davies Nina C. Dempsey-HibbertNina Dempsey Pouyan Dinarvand Hua Dong 0003 Yingying Dong Björn Eiben Pablo González-Moreno Muhammad Salman Haleem Liangxiu Han David J. Hawkes John H. Hipwell Tongle Hu Yipeng Hu Wenjiang Huang Henkjan J. Huisman Stian Flage Johnsen Sven Kabus Nico Karssemeijer Mohammed Keshtgar Symeon Lechareas Zhong Li Ying Liu Cristian Lorenz Huiqin Ma Ritse Mann Jamie McClellandJamie R. McClelland Thomy Mertzanidou Marc Modat Gillian Newstead J. Alison Noble Sébastien Ourselin Yue Shi Tamir SobeihTam Sobeih Anthony Soroka Christine Tanner Zeike A. Taylor Ascanio Tridente Stephen White Huichun Ye Daoqiang Zhang Xin Zhang 0033 Xueqin Zhang Liang Zhu