胡孟晗

胡孟晗，男，華東師範大學通信與電子工程學院教師。

基本介紹

• 中文名：胡孟晗
• 職業：教師
• 專業方向：圖像處理、機器學習、信號分析
• 就職院校：華東師範大學通信與電子工程學院
• 性別：男

主講課程

本科生課程：《人工智慧及其套用》、《機器感知技術（導論）》。

研究方向

圖像處理、機器學習、信號分析

套用領域：信息工程、生物醫學工程、農業工程、材料科學、食品科學等。

學術成果

期刊論文(2015-至今)

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

[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,

會議論文

[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

[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,

[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,

授權或申請發明專利(不含實用新型)

[15]徐書凝，胡孟晗，李慶利. 一種基於分散式多源異構感測技術的智慧型視障輔助系統[P].

[14]徐書凝，胡孟晗，李慶利. 一種模組化智慧型視障輔助系統[P].

[13]劉杭，胡孟晗，翟廣濤，石艷玲. 一種基於二維碼定位的書法教學轉播系統及轉播方法[P].

[12]徐書凝，胡孟晗. 一種多模態互動反饋的噴水黑板擦[P].

[11]李慶利，袁晨，周梅，孫力，邱崧，胡孟晗，劉洪英.一種顯微高光譜成像平台及大區域數據立方體採集的方法[P].

[10]胡孟晗，李慶利，陳康.一種拉曼高光譜圖像的採集方法[P].

[9]胡孟晗，李慶利，陳康.一種拉曼面陣高光譜反射和透射雙模式的成像系統[P].

[8] 陳康，胡孟晗，李慶利. 一種基於深度神經網路的圖像識別模組[P].

[7]胡孟晗，李慶利，陳康.一種集成反射和透射的拉曼線掃描高光譜成像系統[P].

[6]胡孟晗,李慶利.一種折返連續型多模式高光譜成像系統[P].

[5]胡孟晗,董慶利,劉寶林.基於機器視覺的香蕉線上分級包裝流水線[P].

[4]趙欣,董慶利,胡孟晗.採用青核桃皮製備生物質塑膠的方法[P].

[3]胡孟晗,李慶利.一種多模態成像與多感知交融的增強現實系統及其套用[P].

[2]胡孟晗,李慶利,翟廣濤.一種基於多模態成像和多層感知的增強現實眼鏡[P].

[1]胡孟晗,李鐸,翟廣濤,楊小康,范業昭,朱文瀚.基於多模態成像技術的生理信號遠程監控系統及套用[P].

部分中文期刊論文

[7]鄧博涵, 陳嘉豪,胡孟晗, 許文平, 張才喜. 生物散斑技術在水果品質檢測中的套用及圖像處理算法進展[J]. 雷射與光電子學進展,

[6]胡孟晗,董慶利,劉寶林,屠康,宋曉燕.生物散斑技術在農產品品質分析中的套用[J].農業工程學報,

[5]胡孟晗,董慶利,羅欣.多角度剖析世衛組織關於肉類致癌結論的不科學性[J].肉類研究,

[4]胡孟晗,董慶利,劉寶林,張重陽,葉飛.基於橢圓傅立葉描述子的香蕉形狀識別[J].浙江農業學報,

[3]胡孟晗,董慶利,劉陽泰,王芳芳.基於計算機視覺鑑別肉鬆與肉粉松[J].食品與發酵工業

[2]胡孟晗,董慶利,劉寶林,黃勛娟.基於計算機視覺的香蕉貯藏過程中顏色和紋理監測[J].農業機械學報,

[1]董慶利,胡孟晗.套用計算機視覺評定肉類品質的研究進展[J].現代食品科技,