近期论文
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期刊论文(2015-至今)
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.
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.
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.
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.
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.
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.
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.
Hu M H*, Zhu Q Y, Zhu L J. What are the actual needs of visually impaired people?[J]. Displays, 2023, 78, 102411.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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 Classi?cation 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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）
Jiang Z, Hu M H, Zhai G T. Portable Health Screening Device of Respiratory Infections[J].arXiv preprint arXiv:2004.01479,2020.
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.
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
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).
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.
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).
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).
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).
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.
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.
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.
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.
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).
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).
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)
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
iu 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.
u 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.
u 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.
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.
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.
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
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.
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.
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.
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.
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.
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.
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.
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.
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