胡孟晗

(1)2011-9至2016-6, 上海理工大学, 生物医学工程, 博士, 导师: 刘宝林

(2)2007-9至2011-6, 上海理工大学, 食品科学与工程, 工学学士,导师：董庆利

(3)2007-9至2011-6, 上海理工大学, 工商管理, 管理学学士

(1) 2018-9至现在, 华东师范大学, 通信与电子工程学院, 副教授

(2) 2016-6至2018-9, 上海交通大学, 电子信息与电气工程学院，博士后, 导师：翟广涛

  胡孟晗，1989年生，副教授，博士生导师，2020年入选上海市晨光学者计划，2019年入选上海市扬帆英才计划，上海市图像图形学学会理事及康复辅助与健康促进专委会主任，中科院大类二区期刊Displays副主编，中科院大类二区期刊Int. J. Agr. Biol. Eng副主编，SCI期刊Phenomics青年编委，SCI期刊Artificial Intelligence in Agriculture副主编，Intelligence & Robotics副主编，农业工程学报青年编委，青之助科技有限公司联合创始人，吾杖爱科技有限公司联合创始人。多年来始终围绕“面向人民生命健康”（智能健康）战略开展相关研究工作，致力于将机器学习、信号分析、图像处理等领域相关理论和技术应用于生物医学、康复辅助、工业自动化、农业工程领域。现已发表学术论文100多篇，谷歌总引用2000余次；申请发明专利10多项，其中1项发明专利成功转化；牵头制定团体标准4项。先后主持国家自然科学基金面上及青年项目、中央军委快速响应小组某课题、上海市科委项目、上海市教委项目、博士后科学基金（一等资助）等在内的国家级、省部级及横向课题10多项。其中，产业化项目有：1）2021年，主导1项产学医研合作课题《青光眼慢病管理系统及智能模型》已成功落地运营，受到青光眼患者及家属好评，有望服务于我国2100多万青光眼患者；2）主导的课题《盲人书画导航系统》成功落地运营，有望在视障人士、儿童康复辅助等领域发挥重要作用。

一、期刊任职

[1]SCI期刊Displays（中科院大类2区）的副主编

[2]SCI期刊International Journal of Agricultural and Biological Engineering（中科院大类2区）的副主编

[3]SCI期刊Phenomics的青年编委

[4]SCI期刊Artificial Intelligence in Agriculture的副主编

[5]农业工程学报的青年编委

[6]Intelligence & Robotics的副主编

[7]SCI期刊Frontiers in Computational Neuroscience的Review Editor

二、学会会员

上海市图像图形学学会康复辅助与健康促进专委会主任；上海市图像图形学学会理事；IEEE高级会员；中国电子学会高级会员；中国图象图形学学会会员；上海电子学会会员；中国人工智能学会会员；上海市图像图形学会会员；中国农业工程学会青年委员；上海市系统仿真学会会员；中国计算机学会会员；中国抗癌协会会员。

三、Special Issue

[7] Topic editors of Advances in Perceptual Quality Assessment of User Generated Contents. Participating Journals：Sensors, Journal of Imaging, Electronics, Applied Sciences, Entropy, Digital, Journal of Intelligence. https://www.mdpi.com/topics/APQAUGC. 截稿日期：31 December 2023 （摘要）；31 March 2024（全文） 

[6] Leading guest editor of special issue “Human-Computer Interaction Technologies for Pediatric Rehabilitation”on Displays,https://www.sciencedirect.com/journal/displays/about/call-for-papers#human-computer-interaction-technologies-for-pediatric-rehabilitation 截稿日期：2023年12月31日

[5] Organizer of CGI Special Session “3D Medical Image Processing, Quality Enhancement and Analysis”,http://www.cgs-network.org/cgi23/for-authors/.截稿日期：2023年6月12日

[4] Leading guest editor of special issue “Brief Review in Intelligent Healthcare” on Intelligence & Robotics, https://intellrobot.com/journal/special_detail/1441. 截稿日期：2023年12月31日

[3] Guest editor of special issue “3D Medical Image Processing and Analysis” on Virtual Reality & Intelligent Hardware, https://www.keaipublishing.com/en/journals/virtual-reality-and-intelligent-hardware/call-for-papers/special-issue-on-3d-medical-image-processing-and-analysis/. 截稿日期：2023年10月30日

[2] Leading guest editor of special issue “Visually Assistive Systems for the Visually Impaired”on Displays, https://www.journals.elsevier.com/displays/forthcoming-special-issues/visually-assistive-systems-for-the-visually-impaired. 截稿日期：2023年4月15日

[1] Guest editor of special issue “Advanced in Perceptual Quality Assessment of User Generated Contents” on Sensors, https://www.mdpi.com/journal/sensors/special_issues/APQAUGC. 截稿日期：2023年4月20日

四、审稿工作 

IEEE Transactions on Instrumentation and Measurement, IEEE Systems Journal，IEEE Transactions on Consumer Electronics，IEEE Access, Computers and Electronics in Agriculture，Sensors，Sensor Review, Optik, Digital Signal Processing, Food and Bioprocess Technology, Food Research International, Spectroscopy and Spectral Analysis, Transactions of the Chinese Society of Agricultural Engineering, LWT-Food Science and Technology, Journal of Agricultural and Food Chemistry, Journal of Food Process Engineering, European Food Research and Technology等期刊的审稿人。IEEE ICME，IEEE ICIP，IEEE EUSIPCO，IEEE VCIP, IFTC等国际会议的审稿人。

研究方向：面向康复医疗的智能信息处理

胡孟晗博士始终围绕“面向人民生命健康”（智能健康）战略开展相关研究，主要研究方向有：疾病筛查诊断方法及应用；康复辅助理论及应用；疾病预防控制方法及应用。

本科生课程：

《人工智能及其应用》、《机器感知技术（导论）》、《图像分析与机器视觉》、《信息与通信工程导论》、《视觉算法》

硕士生课程：

《科技论文写作》  

博士生课程：

《人工智能与信息感知》

开课列表：

2023-2024学年第2学期：《视觉算法》

2023-2024学年第1学期：《人工智能及其应用》、《信息与通信工程导论》、《科技论文写作》

2022-2023学年第2学期：《人工智能及其应用》

2022-2023学年第1学期：《图像分析与机器视觉》、《科技论文写作》

2021-2022学年第2学期：《人工智能及其应用》、《机器感知技术（导论）》  

2021-2022学年第1学期：《图像分析与机器视觉》、《科技论文写作》

2020-2021学年第2学期：《人工智能及其应用》、《机器感知技术（导论）》

2020-2021学年第1学期：《人工智能与信息感知》

2019-2020学年第2学期：《人工智能及其应用》

2019-2020学年第1学期：《人工智能及其应用》、《机器感知技术（导论）》

2018-2019学年第2学期：《人工智能及其应用》

主持或主要参与的科研项目（不含企事业单位横向课题）：

[10]国家自然科学基金（面上项目），62371189，2024.01-2027.12，在研，主持

[9]国家自然科学基金（青年项目），61901172，2020.01-2022.12，结题，主持

[8]国家自然科学基金（重点项目），61831015，2019.01-2023.12，在研，参与

[7]上海市科委科普项目，23DZ2302200，2023-2024，在研，参与

[6]快响项目子课题，2020-2021，结题，主持

[5]上海市科委人工智能创新发展项目，19511120100，2019-2022，结题，参与

[4]重庆市面上项目，2021-2024，在研，主持

[3]上海市科委扬帆计划项目，19YF1414100，2019-2022，结题，主持

[2]上海市教委晨光计划项目，19CG27，2019-2022，结题，主持

[1]中国博士后科学基金资助项目（一等资助），2016M600315，2016.08-2018.06，结题，主持

期刊论文(2015-至今)  

[57] Zhao B L#, Wang Y#, Hu M H*, Wu Y, Liu J N, Li Q L, Dai M*, Wendell Q. Sun, Zhai G T. Auxiliary Diagnosis of Papillary Thyroid Carcinoma Based on Spectral Phenotype[J]. Phenomics, 2023, Accepted. 

[56] Luo J F, Pu Y Z, Yin J Y, Liu X H, Tan T, Zhang Y D*, Hu M H*. Is There a Difference between Paper and Electronic Chinese Signatures?[J]. Advanced Intelligent Systems, 2023, Accepted. 

[55] Hua C J#, Wu Y#, Shi Y Qi, Hu M H*, Xie R, Zhai G T, Zhang Xiao-Ping, Steganography for medical record image[J]. Computers in Biology and Medicine, 2023, 165, 107344. 

[54] Guo Y F, Hu M H*, Min X K, Wang Y, Dai M, Zhai G T, Zhang Xiao-Ping, Yang X K. Blind Image Quality Assessment for Pathological Microscopic Image under Screen and Immersion Scenarios[J]. IEEE Transactions on Medical Imaging, 2023.

[53] Tan X D, Hu M H*, Zhai G T, Zhu Y, Li W F, Zhang Xiao-Ping. Lightweight Video-Based Respiration Rate Detection Algorithm: An Application Case on Intensive Care[J]. IEEE Transactions on Multimedia, 2023.

[52] Zhang X X, Hu M H*, Zhang Y D*, Zhai G T, Zhang Xiao-Ping. Recent Progress of Optical Imaging Approaches for Noncontact Physiological Signal Measurement: A Review[J]. Advanced Intelligent Systems, 2023, 2200345.

[51] Yu W Y, Tang J Y, Zhang Y D, Hu M H*, Wu Y*. Glaucoma visual field quantification with eye tracker[J]. Displays, 2023, 78, 102465.

[50] Hu M H*, Zhu Q Y, Zhu L J. What are the actual needs of visually impaired people?[J]. Displays, 2023, 78, 102411.

[49] Gong X H, Li X, Ma L, Tong W L, Shi F Y, Hu M H, Zhang Xiao-Ping, Yu C J, Yang C. Preterm infant general movements assessment via representation learning[J]. Displays, 2022, 75, 102308. 

[48] Chen Y Z#, Sun W X#, Jiu S T, Wang L, Deng B H, Chen Z L, Hu M H*, Zhang C X*. Soluble Solids Content Binary Classification of Miyagawa Satsuma in Chongming Island Based on Near Infrared Spectroscopy[J]. Frontiers in Plant Science, 2022, accepted.

[47] Liu H, Hu M H*, Chen Y Z, Li Q L, Zhai G T, Simon X. Yang, Zhang X P, Yang X K. Angels Girl for Blind Painters: an Effcient Painting Navigation System Validated by Multimodal Evaluation Approach[J]. IEEE Transactions on Multimedia, 2022, 10.1109/TMM.2022.3146767.

[46] Yang C, Hu M H, Zhai G T*, Zhang X P. Graph-based Denoising for Respiration and Heart Rate Estimation during Sleep in Thermal Video[J]. IEEE Internet of Things Journal, 2022, 10.1109/JIOT.2022.3150147.

[45] Zhang L J, Wu Y*, Hu M H, Guo W Y*. Automatic image analysis of episcleral hemangioma applied to the prognosis prediction of trabeculotomy in Sturge–Weber syndrome[J]. Displays, 2022, 71: 102118.

[44] Tang J Y, Sun M Z, Zhu L J, Hu M H*, Zhou M, Zhang J, Li Q L, Zhai G T. Design and Optimization of an Assistive Cane with Visual Odometry for Blind People to Detect Obstacles with Hollow Section[J]. IEEE Sensors Journal, 2021, 21(21): 24759-24770, DOI: 10.1109/JSEN.2021.3115854.

[43] Guan H, Liu H, Zhang Q, Tang J Y, Zou J X, Kang L, Hu M H*, Zhang J*. Encoding Multiple Information into European Article Number (EAN)-13 Codes with Various Chromic Sensing Materials to Construct Intelligent Barcodes[J]. Advanced Intelligent Systems, 2021, 2100113. DOI: https://doi.org/10.1002/aisy.202100113.

[42] Chen Y Z, Xu Z Y, Tang W C, Hu M H*, Tang D N, Zhai G T, Li Q L. Identification of various food residuals on denim based on hyperspectral imaging system and combination optimal strategy[J]. Artificial Intelligence in Agriculture, 2021, 5: 125-132.

[41] Wang Y L, Hu M H*, Yang C H, Li N, Zhang J, Li Q L, Zhai G T, Simon X. Yang, Zhang X P, Yang X K. Respiratory Consultant by Your Side: Affordable and Remote Intelligent Respiratory Rate and Respiratory Pattern Monitoring System[J]. IEEE Internet of Things Journal, 2021, 8(19):14999-15009. DOI: 10.1109/JIOT.2021.3073049.

[40] Shi F Y, Sun W, Duan H Y, Liu X T, Hu M H, Wang W, Zhai G T. Drawing reveals hallmarks of children with autism[J]. Displays, 2021, 67, 102000.

[39] Chen Y Z, Hu M H*, Hua C J, Zhai G T, Zhang J, Li Q L, Simon X. Yang. Face mask assistant: Detection of face mask service stage based on mobile phone[J]. IEEE Sensors Journal, 2021, 21(9):11084:11093.

[38] Lu Y R, Hu M H*, Zhai G T, Simon X. Yang. LSNET: Identification of Copper and Stainless Steel using Laser Speckle Imaging in Dismal Surroundings[J]. International Journal of Robotics and Automation, 2021, 36: 1-8.

[37] Xu S N, Yan J B, Hu M H*, A new bio-inspired metric based on eye movement data for classifying ASD and typically developing children[J]. Signal Processing: Image Communication, 2021, 94: 116171.

[36] Chen L S, Hu M H, Liu N*, Zhai G T*, Yang Simon X. Collaborative use of RGB and thermal imaging for remote breathing rate measurement under realistic conditions[J]. Infrared Physics & Technology, 2020, 111: 103504.

[35] Wang Q, Sun L, Wang Y, Zhou M, Hu M H, Chen J G, Wen Y, Li Q L. Identification of Melanoma from Hyperspectral Pathology Image Using 3D Convolutional Networks[J]. IEEE Transactions on Medical Imaging, 2020, 40(1): 218-227.

[34] Ai J, Hu M H*, Zhai G T, Zhang X P, Wang Y L, Cai L M, Li Q L, Wendell Q. Sun. Rapidly developing human heat residue model under various conditions based on Fluent and thermal video[J]. Infrared Physics & Technology, 2020, 110:103468.

[33] Shi F Y, Wang Z D, Hu M H, Zhai G T*. Active Learning Plus Deep Learning Can Establish Cost-Effective and Robust Model for Multichannel Image: A Case on Hyperspectral Image Classification[J]. Sensors, 2020, 20(17):4975.

[32] Jiang Z#, Hu M H#, Gao Z P, Fan L, Dai R R, Pan Y L, Tang W, Zhai G T*, Lu Y*. Detection of Respiratory Infections using RGB-infrared sensors on Portable Device[J]. IEEE Sensors Journal, 2020,20(22):13674-13681.

[31] Wang Y L, Hu M H*, Zhou Y W, Li Q L, Yao N, Zhai G T*, Zhang X P, Yang X K. Unobtrusive and Automatic Classification of Multiple People’s Abnormal Respiratory Patterns in Real Time using Deep Neural Network and Depth Camera [J]. IEEE Internet of Things Journal, 2020, 7(9): 8559-8571.

[30] Xu Z Y, Wang Q C, Li D, Hu M H*, Yao N, Zhai G T.Estimating Departure Time Using Thermal Camera and Heat Traces Tracking Technique[J]. Sensors, 2020, 20(3): 782.

[29] Zhang M Y, Li J, Kang L, Zhang N, Huang C, He Y Q, Hu M H, Zhou X F, Zhang J. Machine learning-guided design and development of multifunctional flexible Ag/poly (amic acid) composites using differential evolution algorithm[J]. Nanoscale, 2020, https://doi.org/10.1039/C9NR09146G.

[28] Hu M H, Chen Y Z, Zhai G T, Gao Z P, Fan L. An overview of assistive devices for blind and visually impaired people [J]. International Journal of Robotics and Automation, 2019, 34: 580-598. 

[27] Zhang N, Huang C, Wan S S, Kang L, Hu M H, Zhang Y H, Wu X, Zhang J. A Novel Flexible Silver Heater Fabricated by a Solution-Based Polyimide Metalization and Inkjet-Printed Carbon Masking Technique[J]. ACS Applied Electronic Materials, 2019, 6: 928-935. 

[26] Li S P, Luo H P, Hu M H*, Zhang M, Feng J L, Liu Y T, Dong Q L, Liu B L. Optical non-destructive techniques for small berry fruits: A review [J]. Artificial Intelligence in Agriculture, 2019, 2: 85-98. 

[25] Hu M H, Li Q L. An efficient model transfer approach to suppress biological variation in elastic modulus and firmness regression models using hyperspectral data [J]. Infrared Physics & Technology, 2019, 99: 140-151.

[24] Zhu W H, Zhai G T, Min X K, Hu M H, Liu J, Guo G D, Yang X K. Multi-channel Decomposition in Tandem with Free-energy Principle for Reduced-reference Image Quality Assessment [J]. IEEE Transactions on Multimedia, 2019, DOI: 10.1109/TMM.2019.2902484.

[23] Hu M H, Zhai G T, Xie R, Li Q L, Yang X K, Zhang W J. A Wavelet-Predominant Algorithm Can Evaluate Quality of THz Security Image and Identify Its Usability [J]. IEEE Transactions on Broadcasting, 2020, 66(1): 140-150.

[22] Duan Y F, Wang J S, Hu M H, Zhou M, Li Q L, Sun L, Qiu S, Wang Y T. Leukocyte classification based on spatial and spectral features of microscopic hyperspectral images[J]. Optics & Laser Technology, 2019, 112: 530-538.

[21] Song J, Hu M H, Wang J S, Zhou M, Sun L, Qiu S, Li Q L, Sun Z, Wang Y T. ALK positive lung cancer identification and targeted drugs evaluation using microscopic hyperspectral imaging technique [J]. Infrared Physics and Technology, 2019, 96: 267-275.

[20] Wang Y, Zhai G T, Zhou S Q, Chen S C, Min X K, Gao Z P, Hu M H. Eye Fatigue Assessment Using Unobtrusive Eye Tracker [J]. IEEE Access, 2018, 6: 55948-55962.

[19] Li D, Zhang X P, Hu M H, Zhai G T, Yang X K. Physical Password Breaking via Thermal Sequence Analysis [J]. IEEE Transactions on Information Forensics and Security, 2018, DOI: 10.1109/TIFS.2018.2868219.

[18] Hu M H, Zhai G T, Li D, Li H Q, Liu M X, Tang W C, Chen Y C. Influence of image resolution on the performance of remote breathing rate measurement using thermal imaging technique [J]. Infrared Physics & Technology, 2018, 93: 63-69.

[17] Wang Z D, Hu M H*, Zhai G T*. Application of Deep Learning Architectures for Accurate and Rapid Detection of Internal Mechanical Damage of Blueberry Using Hyperspectral Transmittance Data [J]. Sensors, 2018, 18(4), 1126.

[16] Zhu W H, Zhai G T*, Hu M H*, Liu J, Yang X K. Arrow’s impossibility theorem inspired Subjective image quality assessment approach [J]. Signal Processing, 2018, 145: 193-201.

[15] Min X K, Gu K, Zhai G T*, Hu M H*, Yang X K. Saliency-induced reduced-reference quality index for natural scene and screen content images [J]. Signal Processing, 2018, 145: 127-136.

[14] Hu M H, Zhao Yu, Zhai G T, Yang X K. Active learning algorithm can establish classifier of blueberry damage with very small training dataset using hyperspectral transmittance data [J]. Chemometrics and Intelligent Laboratory Systems, 2018, 172: 52-57.

[13] Hu M H, Zhai G T, Li D, Duan H Y, Zhu W H, Yang X K. Combination of near-infrared and thermal imaging techniques for the remote and simultaneous measurements of breathing and heart rates under sleep situation[J]. PloS one, 2018, 13(1): e0190466.

[12] Wang Z D, Hu M H*, Kuruoglu E E, Zhu W H, Zhai G T*. How Do Detected Objects Affect the Noise Distribution of Terahertz Security Images? [J]. IEEE Access, 2018, 6: 41087-41092.

[11] Hu M H, Zhai G T, Zhao Y, Wang Z D. Use of selection strategies in both spectral and sample spaces for classifying hard and soft blueberry using near infrared data [J]. Scientific Reports, 2018, 8: 6671.

[10] Li D, Zhai G T, Yang X K, Hu M H, Liu J. Perceptual information hiding based on multi-channel visual masking [J]. Neurocomputing, 2017, 269: 170-179.

[9] Hu M H, Zhai G T, Li D, Fan Y Z, Chen X H, Yang X K. Synergetic use of thermal and visible imaging techniques for contactless and unobtrusive breathing measurement [J]. Journal of biomedical optics, 2017, 22(3): 036006.

[8] Hu M H, Dong Q L, Liu B L. Comparison of predicting blueberry firmness and elastic modulus with hyperspectral reflectance, transmittance and interactance imaging modes [J]. Spectroscopy and Spectral Analysis, 2016, 36(11): 3651-3656.

[7] Hu M H, Chen X J, Ye P C, Chen Xi, Shi Y J, Zhai G T, Yang X K. Combination of multiple model population analysis and mid-infrared technology for the estimation of copper content in Tegillarca granosa [J]. Infrared Physics & Technology, 2016, 79: 198-204.

[6] Hu M H, Dong Q L, Liu B L, Pan L Q, John Walshaw. Image Segmentation of Bananas in a Crate Using a Multiple Threshold Method[J]. Journal of food process engineering, 2016, 39(5): 427-432.

[5] Hu M H, Dong Q L, Liu B L. Modelling postharvest quality of blueberry affected by biological variability using image and spectral data [J]. Journal of the Science of Food and Agriculture, 2015, 96(10): 3365-3373.

[4] Hu M H, Dong Q L, Liu B L, Opara U L. Prediction of mechanical properties of blueberry using hyperspectral interactance imaging [J]. Postharvest Biology and Technology, 2016, 115: 122-131.

[3] Hu M H, Dong Q L, Liu B L. Classification and characterization of blueberry mechanical damage with time evolution using reflectance, transmittance and interactance imaging spectroscopy [J]. Computers and Electronics in Agriculture, 2016, 122: 19-28.

[2] Hu M H, Dong Q L, Liu B L, Opara U L, Chen L. Estimating blueberry mechanical properties based on random frog selected hyperspectral data [J]. Postharvest Biology and Technology, 2015, 106: 1-10.

[1] Hu M H, Dong Q L, Pradeep K M, Liu B L, Ganesh K J. Determining banana size based on computer vision [J]. International Journal of Food Properties, 2015, 18: 508–552.

预印版论文（非同行评议）

[3] Jiang Z, Hu M H, Zhai G T. Portable Health Screening Device of Respiratory Infections[J].arXiv preprint arXiv:2004.01479,2020. 

[2] Wang Y L, Hu M H*, Li Q L, Zhang X P, Zhai G T, Yao N. Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner[J]. arXiv preprintarXiv:2002.05534, 2020.

[1] Jia J, Gao Z P, Chen K, Hu M H, Zhai G T, Guo G D, Yang X K. Robust Invisible Hyperlinks in Physical Photographs Based on 3D Rendering Attacks[J]. arXiv preprint arXiv:1912.01224.

会议论文  

[30] Tan X D, Hu M H*, Zhai G T, Zhu Y, Li W F, Zhang Xiao-Ping. Unobtrusive Respiratory Monitoring System for Intensive Care[C]. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[29] Hua C J, Hu M H*, Shi Y Q, Wu Y*. Intelligent Data Extraction System for RNFL Examination Reports[C]. 2022 CAAI International Conference on Artificial Intelligence.

[28] Yao C, Hu M H*, Li Q L, Zhai G T, Zhang Xiao-Ping. Transclaw u-net: claw u-net with transformers for medical image segmentation[C]. 2022 5th International Conference on Information Communication and Signal Processing (ICICSP).

[27] Chen X R, Liu H，Hu M H*, Zhang J L, Li Y M. Intelligent Reflection Elimination Imaging Device based on Polarizer[C]. 2022 IEEE International Conference on Visual Communications and Image Processing (VCIP).

[26] Xia X D, Hu M H*, Xue X J, Liu Q Y, Zhang J, Zhai G T. Portable Eye Movement Feature Collection Device for Children with Autism[C]. 2022 IEEE International Conference on Visual Communications and Image Processing (VCIP).

[25] Shi J N, Tang J Y, Hu M H*. Top-Down Driver Head Orientation Detection Method Based on Monocular Camera and Virtual Scene Generation[C]. In 2021 International Forum on Digital TV and Wireless Multimedia Communications. 

[24] Zhang L J, Wang Y L, Hu M H*, Li Q L. Hidden Human Target Detection Model Inspired by Physiological Signals[C]. In 2021 International Forum on Digital TV and Wireless Multimedia Communications.

[23] Yang R S, Zhang L D, Wang Y L, Hu M H*, Li Q L, Zhang Xiao-Ping. Automatic Detection of Obstructive Sleep Apnea Based on Multimodal Imaging System and Binary Code Alignment[C]. In 2021 International Forum on Digital TV and Wireless Multimedia Communications.

[22] Hua C J, Hu M H*, Wu Y. Portable Congenital Glaucoma Detection System[C]. In 2021 IEEE International Conference on Visual Communications and Image Processing.   

[21] Chen X R, Hu M H*, Zhai G T. Cough Detection Using Selected Informative Features from Audio Signals[C]. In 2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).  

[20] Zhao B L, Wendell Q. Sun, Wang L C, Hu M H*. Fusion of Selected Deep CNN and Handcrafted Features for Gastritis Detection from Wireless Capsule Endoscopy Images[C]. In 2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).

[19] Yao C, Tang J Y, Hu M H*, Wu Y, Guo W Y, Li Q L, Xiao-Ping Zhang. Claw U-Net: A UNet Variant Network with Deep Feature Concatenation for Scleral Blood Vessel Segmentation[C]. In 2021 CAAI International Conference on Artificial Intelligence. (Best Poster Finalist, 3/307)

[18] Wang Y L, Yang C, Hu M H*, Zhang J, Li Q L, Zhai G T, Zhang X P. Identification of Deep Breath While Moving Forward based on Multiple Body Regions and Graph Signal Analysis[C]. In 2021 IEEE International Conference on Acoustics, Speech and Signal Processing.   

[17] Wang Y L, Hu M H*, Yang C H, Li N, Zhang J, Li Q L, Zhai G T, Simon X. Yang. Low-cost and Unobtrusive Respiratory Condition Monitoring based on Raspberry Pi and Recurrent Neural Network[C]. In 2021 IEEE International Symposium on Circuits and Systems.

[16] Tang J Y, Hu M H*, Li G D, Li Q L, Zhang J, Zhou X F, Zhai G T. Special Cane with Visual Odometry for Real-time Indoor Navigation of Blind People[C]. In 2020 IEEE International Conference on Visual Communications and Image Processing.

[15] Ai J, Hu M H*, Li G D, Zhai G T, Zhang J, Li Q L, Wendell Q. Sun. Wearable Visually Assistive Device for Blind People to Appreciate Real-world Scene and Screen Image[C]. In 2020 IEEE International Conference on Visual Communications and Image Processing.

[14] Liu H, Hu M H*, Li G D, Li Q L, Zhou X F, Zhang J, Zhai G T. Calligraphy Navigation System for Blind People Based on Visual Prosthesis on Waist Belt[C]. In 2020 IEEE International Conference on Multimedia & Expo Workshops.  

[13] Jiang Z, Hu M H, Zhai G T. Portable Health Screening Device of Respiratory Infections[C]. In 2020 IEEE International Conference on Multimedia & Expo Workshops.  

[12] Yuan Z F#, Qi Y#, Hu M H*, Li Q L. Opinion-Unaware No-Reference Image Quality Assessment of Smartphone Camera Images Based on Aesthetics and Human Perception[C]. In 2020 IEEE International Conference on Multimedia & Expo Workshops.  

[11] Xu S N, Yan J B, Hu M H*, Li Q L, Zhou J T*. Quality assessment model for smartphone camera photo based on inception network with residual module and batch normalization[C]. In 2020 IEEE International Conference on Multimedia & Expo Workshops.

[10] Zhou Y W, Wang Y L, Kong Y Y*, Hu M H*. Multi-Indicator Image Quality Assessment of Smartphone Camera Based on Human Subjective Behavior And Perception[C]. In 2020 IEEE International Conference on Multimedia & Expo Workshops.

[9] Yao C, Lu Y R, Liu H, Hu M H*, Li Q L. Convolutional Neural Networks Based on Residual Block for No-Reference Image Quality Assessment of Smartphone Camera Images[C]. In 2020 IEEE International Conference on Multimedia & Expo Workshops.

[8] Wang Y L, Li D, Hu M H*, Cai L M*. Non-local Recoloring Algorithm for Color Vision Deficiencies with Naturalness and Detail Preserving[C]. In 2019 International Forum on Digital TV and Wireless Multimedia Communications.

[7] Chen L S, Liu N, Hu M H, Zhai G T. (2019, December). RGB-thermal imaging system collaborated with marker tracking for remote breathing rate measurement[C]. In 2019 IEEE Visual Communications and Image Processing.

[6]Liu H, Hu M H*, Zhai G T, Huang H J, Zhang Wa, Li Q L, Tian Y H, Shi Y L. Angel Girl of Visually Impaired Artists: Painting Navigation System for Blind or Visually Impaired Painters[C]. In 2019 IEEE International Conference on Visual Communications and Image Processing.

[5]Yu W Y, Hu M H*, Xu S N, Li Q L. Preliminary Study on Visual Attention Maps of Experts and Nonexperts When Examining Pathological Microscopic Images[C]. In 2019 International Forum on Digital TV and Wireless Multimedia Communications.

[4]Xu S N, Hu M H*, Yu W Y, Feng J L, Li Q L. PMIQD 2019: A Pathological Microscopic Image Quality Database with Nonexpert and Expert Scores[C]. In 2019 International Forum on Digital TV and Wireless Multimedia Communications.

[3] Hu M H, Zhai G T, Li D, Fan Y Z, Zhu W H, Yang X K. Dual-mode Imaging System for Non-contact Heart Rate Estimation during Night[C]. In Workshops: IEEE International Conference on Multimedia and Expo 2017, 97-102.

[2] Hu M H, Min X K, Zhai G T, Zhu W H, Wang Z D, Yang X K, Tian G. Terahertz security image quality assessment by no-reference model observers[C]. International Forum on Digital TV and Wireless Multimedia Communications. Springer, Singapore, 2017:100-114.

[1] Wang Z D, Hu M H*, Zhu W H. Selection of good display mode for terahertz security image via image quality assessment[C]. In International Forum of Digital TV & Wireless Multimedia Communication, 2017: 277-289.

部分中文期刊论文

[8] 朱豪男, 胡孟晗*, 张健, 李庆利. 低成本便携式多光谱成像系统的研发及优化[J]. 中国图象图形学报, 2021, 26(8): 1796-1808.  

[7] 邓博涵, 陈嘉豪, 胡孟晗, 许文平, 张才喜. 生物散斑技术在水果品质检测中的应用及图像处理算法进展[J]. 激光与光电子学进展, 2019, 56(9)：1-14.

[6] 胡孟晗, 董庆利, 刘宝林, 屠康, 宋晓燕. 生物散斑技术在农产品品质分析中的应用[J]. 农业工程学报, 2013, 29(24): 284-292.

[5] 胡孟晗, 董庆利, 罗欣. 多角度剖析世卫组织关于肉类致癌结论的不科学性 [J]. 肉类研究, 2015, 12: 24-28.

[4] 胡孟晗, 董庆利, 刘宝林, 张重阳, 叶飞. 基于椭圆傅里叶描述子的香蕉形状识别[J]. 浙江农业学报, 2014, 26(1): 200-205.

[3] 胡孟晗, 董庆利, 刘阳泰, 王芳芳.基于计算机视觉鉴别肉松与肉粉松 [J].食品与发酵工业.2013, 39(4):180-185.

[2] 胡孟晗, 董庆利, 刘宝林, 黄勋娟. 基于计算机视觉的香蕉贮藏过程中颜色和纹理监测[J]. 农业机械学报, 2013, 44(8): 180-184.

[1] 董庆利, 胡孟晗. 应用计算机视觉评定肉类品质的研究进展 [J]. 现代食品科技, 2011, 27 (2), 209-212.

标准制定

[4] 《互联网青光眼管理平台》. T/SIGA 001-2023. 发布日：2023年6月30日. (该标准分功能要求（T/SIGA 001.1—2023）和技术要求（T/SIGA 001.2—2023）两个部分)

[3] 《无线终端无障碍场景导航定位技术要求与测试方法》. T/TAF 153-2023. 发布日：2023年3月13日. 

[2] 《支持高精定位的无障碍智慧校园服务终端技术要求与测试方法》. T/TAF 154-2023. 发布日：2023年3月13日

[1] 《互联网青光眼管理平台》. Q/QAT001-2022. 发布日：2022年9月22日.  

软件著作权

[6] 先天性青光眼自查app软件[简称：青自查]V1.0，登记号：2021R11S1401976，著作权人：华东师范大学，首次发表时间：2021-09-15.

[5] 眼动追踪智能认证系统V1.0，登记号：2021SR1271114，著作权人：华东师范大学，首次发表时间：2021-06-20.

[4] 带有视觉里程计的盲杖控制系统V1.0，登记号：2021SR1271342，著作权人：华东师范大学，烟台朱葛科技软件有限公司，首次发表时间：2021-06-01. 

[1] 基于ArUco和树莓派的呼吸监控系统V1.0,登记号：2020R11L1013584，著作权人：华东师范大学，首次发表时间：2020-09-10.

[2] 基于深度相机的多人呼吸模式监控系统V1.0,登记号：2020SR0439759，著作权人：华东师范大学、上海疆莱数据科技有限公司，首次发表时间：2020-05-12.

[3] 掌上绘本阅读app软件V1.0, 登记号：2020SR1019688，著作权人：华东师范大学，首次发表时间：2020-09-01.

授权或申请发明专利(不含实用新型)

[22] 朱豪男，胡孟晗，李庆利，翟广涛. 一种手机频闪的多光谱成像装置[P]. 申请号：202011306116.X 申请日：2020.11.20.

[21] 翟广涛，蒋正，胡孟晗. 针对戴口罩人群的体温和呼吸数据采集系统、方法及设备[P]. 申请号：202010809733.5 申请日：2020-8-13. 

[20] 于如意，徐莹，杨菁源，陈阳，胡孟晗，蒋哲，翟广涛. 一种基于区块链及通证经济模型的数字资产确权系统[P]. 申请号：202010784702.3 申请日：2020-08-06.

[19]吴越，卢禹日，刘杭，胡孟晗，郭文毅. 一种指套式眼压测量仪[P]. 申请号：202010111466.4 申请日：2020-02-24.

[18]卢禹日，刘杭，吴越，郭文毅，胡孟晗，姚楠.一种佩戴式眼压测量仪[P]. 申请号：202010123870.3 申请日：2020-02-27.

[17]王云路，唐靖宇，陈鑫汝，胡孟晗，翟广涛，姚楠. 一种具有呼吸疾病筛查功能的智能售货机[P]. 申请号：202010315488.2 申请日：2020-04-21.

[16]徐书凝，胡孟晗.一种全自动阵列型喷水烘干黑板擦[P]. 申请号：201910756707.8,申请日：2019-08-16.

[15]徐书凝，胡孟晗，李庆利. 一种基于分布式多源异构传感技术的智能视障辅助系统[P]. 申请号：201910613432.2，申请号：2019-07-09. 

[14]徐书凝，胡孟晗，李庆利. 一种模块化智能视障辅助系统[P]. 申请号：201910613791.8，申请号：2019-07-09.

[13]刘杭，胡孟晗，翟广涛，石艳玲. 一种基于二维码定位的书法教学转播系统及转播方法[P]. 申请号：201910602512.8，申请号：2019-07-05. 

[12]徐书凝，胡孟晗. 一种多模态交互反馈的喷水黑板擦[P]. 申请号：201910756542.4，申请日：2019-08-16.

[11]李庆利，袁晨，周梅，孙力，邱崧，胡孟晗，刘洪英. 一种显微高光谱成像平台及大区域数据立方体采集的方法[P]. 公告号：201811236368.2，申请日：2018-10-23.

[10]胡孟晗，李庆利，陈康. 一种拉曼高光谱图像的采集方法[P]. 公告号：201910021928.0，申请日：2019-01-10.

[9] 胡孟晗，李庆利，陈康. 一种拉曼面阵高光谱反射和透射双模式的成像系统[P]. 公告号：201910042380.8，申请日：2019-01-17.

[8] 陈康，胡孟晗，李庆利. 一种基于深度神经网络的图像识别模组[P]. 公告号：201910154372.2，申请日：2019-03-01.

[7] 胡孟晗，李庆利，陈康. 一种集成反射和透射的拉曼线扫描高光谱成像系统[P]. 公告号：201910021884.1，申请日：2019-01-10.

[6] 胡孟晗, 李庆利. 一种折返连续型多模式高光谱成像系统[P]. 专利号: ZL201610522953.3, 授权公告日: 2018-10-25.

[5] 胡孟晗, 董庆利, 刘宝林. 基于机器视觉的香蕉在线分级包装流水线[P].专利号: ZL201310082316.5, 授权公告日: 2015-06-10.

[4] 赵欣, 董庆利, 胡孟晗. 采用青核桃皮制备生物质塑料的方法[P]. 公告号: ZL201510030015.7, 授权公告日: 2016-08-17.

[3] 胡孟晗, 李庆利. 一种多模态成像与多感知交融的增强现实系统及其应用[P]. 申请号: 201810954273.8, 申请日: 2018-10-11.

[2] 胡孟晗, 李庆利, 翟广涛. 一种基于多模态成像和多层感知的增强现实眼镜[P]. 申请号: 201810952939.6, 申请日: 2018-10-11.

[1] 胡孟晗, 李铎, 翟广涛, 杨小康, 范业昭, 朱文瀚. 基于多模态成像技术的生理信号远程监控系统及应用[P]. 授权公告号：CN106580294B, 授权公告日：2020.09.04.

[2]上海市晨光学者(2019)

[1]上海市扬帆学者(2019)