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Menghan Hu

East China Normal University      

About

  • Department: Shanghai Key Laboratory of Multidimensional Information Processing, School of Communication & Electronic Engineering
  • Graduate School: University of Shanghai for Science and Technology
  • Degree: Ph.D., P.Eng.
  • Academic Credentials:
  • PostCode: 200241
  • Tel:
  • Fax:
  • Email: mhhu@ce.ecnu.edu.cn
  • Office: Minhang Campus: 500 Dongchuan Rd.,Shanghai 200241
  • Address: Minhang Campus: 500 Dongchuan Rd.,Shanghai 200241

Education

WorkExperience

Resume

Other Appointments

Research Fields

Enrollment and Training

Course

Scientific Research

Academic Achievements

Journal Paper(2015-Now)

[28] 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.

[27] 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. 

[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, 2019, DOI: 10.1109/TBC.2019.2901388.

[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.


Preprint Paper

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

[1] 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.


Conference Paper

[7]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. (Accepted)

[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. (Accepted)

[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. (Accepted)

[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. (Accepted)

[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.



Journal Paper in Chinese

[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.


Patent

[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]. 申请号: 201611270849.6, 申请日: 2017-04-26.


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