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趙 萌



 


 

姓    名趙  萌

職    稱副教授

導(dǎo)師類型碩士生導(dǎo)師       

電子郵箱zhaomeng12321@163.com;zh_m@tju.edu.cn

辦公地點(diǎn):7-314A

研究方向:計(jì)算機(jī)視覺;機(jī)器學(xué)習(xí);醫(yī)學(xué)圖像

2006.09-2010.06,天津大學(xué),自動(dòng)化專業(yè),工學(xué)學(xué)士學(xué)位

2010.09-2016.05,天津大學(xué),控制科學(xué)與工程,工學(xué)碩士學(xué)位,工學(xué)博士學(xué)位(碩博連讀)


1. 國(guó)家自然科學(xué)基金青年項(xiàng)目,"注意力驅(qū)動(dòng)的多通道胸水腫瘤細(xì)胞團(tuán)塊識(shí)別",2018-2020,主持;

2. 歐洲信息學(xué)與數(shù)學(xué)研究聯(lián)盟項(xiàng)目,"基于機(jī)器學(xué)習(xí)及大數(shù)據(jù)分析的癌癥早診系統(tǒng)",2019-2020,主持;

3. 橫向項(xiàng)目,“神經(jīng)退行性疾病早期智能預(yù)警高級(jí)機(jī)器學(xué)習(xí)技術(shù)與示范應(yīng)用”,2020-2021,主持;

4. 橫向項(xiàng)目,“深度學(xué)習(xí)計(jì)算框架及應(yīng)用示范”,2017-2018,主持;

5. 國(guó)家自然科學(xué)基金-重點(diǎn)國(guó)際(地區(qū))合作研究項(xiàng)目,“任務(wù)驅(qū)動(dòng)的主動(dòng)視覺感知及用于海洋環(huán)境監(jiān)視與救援”,2021-2025,參與;

6. 廣東省重點(diǎn)研發(fā)計(jì)劃,“畜禽目標(biāo)養(yǎng)殖巡檢機(jī)器人研發(fā)與示范應(yīng)用”,2019-2021,參與;

7. 天津市人工智能重大專項(xiàng),“多粒度視覺監(jiān)控?cái)?shù)據(jù)智能解析方法研究”,2018-2021,參與;

8.  國(guó)家級(jí)重點(diǎn)基礎(chǔ)研究項(xiàng)目課題,“內(nèi)嵌視覺知識(shí)的智能機(jī)器系統(tǒng)”,2021-2024,參與;

9. 國(guó)家自然科學(xué)基金青年項(xiàng)目,“非圓對(duì)稱多通道微結(jié)構(gòu)光纖中軌道角動(dòng)量模式耦合調(diào)控機(jī)理及應(yīng)用研究”,2018-2020,參與;

10. 天津市自然科學(xué)基金青年項(xiàng)目,“基于動(dòng)態(tài)調(diào)焦原理的精密三維點(diǎn)云獲取方法研究”,2018-2021,參與;

11. 天津市教委科研計(jì)劃項(xiàng)目 (自然科學(xué)),“多通道流式分子智能芯片及其癌癥早期檢測(cè)技術(shù)研究”,2018-2021,參與。



[1] Xu Cheng, Fan Shi*, Xiufeng Liu, Meng Zhao, Shengyong Chen*, A Novel Deep Class-Imbalanced Semisupervised Model for Wind Turbine Blade Icing Detection, IEEE Transactions on Neural Networks and Learning Systems (2021)

[2] Xu Cheng, Fan Shi*, Meng Zhao#, Guoyuan Li, Houxiang Zhang, S.Y. Chen*, Temporal Attention Convolutional Neural Network for Estimation of Icing Probability on Wind Turbine Blades, IEEE Transactions on Industrial Electronics (2021)

[3] Chen Jia, Fan Shi*, Meng Zhao, Yao Zhang, Xu Cheng, Mianzhao Wang, Shengyong Chen*, Semantic Segmentation with Light Field Imaging and Convolutional Neural Networks, , IEEE Transactions on Instrumentation and Measurement (2021)

[4] Can Wang, Fan Shi*, Meng Zhao*, Ji Ao, Chen Jia, and Shengyong Chen, Convolutional Neural Network-Based Terahertz Spectral Classification of Liquid Contraband for Security Inspection , IEEE Sensors Journal, Vol. 21, NO. 17, 18955-18962 (2021)

[5] Yufeng Zhao, Meng Zhao*, Fan Shi*, Chen Jia, Shengyong Chen, Light Field Imaging for Distinguishing Fake Pedestrians using Convolutional Neural Networks, International Journal of Advanced Robotic Systems, Vol. 18, 1(2021)

[6] Shuxing Lv, Yuying Chu, Pan Zhang, Siek Ma, Meng Zhao*,et al. Improved efficiency of urine cell image segmentation using droplet microfluidics technology. Cytometry Part A. Vol. 99, No. 7,722-31(2021)

[7] Sike Ma, Meng Zhao*, Hao Wang, Fan Shi, Xuguo Sun, Shengyong Chen, Hong-Ning Dai. Fused 3-Stage Image Segmentation for Pleural Effusion Cell Clusters. In2020 25th International Conference on Pattern Recognition (ICPR) ,pp.1934-1941(2021)

[8] Meng Zhao*, Hao Wang*, Ying Han, et al. Seens: Nuclei segmentation in pap smear images with selective edge enhancement. Future Generation Computer Systems. Jan 1;114:185-94 (2021)

[9] Mohammed A#, Congcong Wang#, Meng Zhao#, Ullah M*, Naseem R, Hao Wang, Pedersen M, Cheikh FA. Weakly-Supervised network for detection of COVID-19 in chest CT scans. IEEE Access. Vol. 8:155987-6000 (2020)

[10] Yufeng Zhao, Fan Shi*, Meng Zhao*, Wenzhe Zhang, and Shengyong Chen, Detecting Small Scale Pedestrians and Anthropomorphic Negative Samples Based on Light-Field Imaging, IEEE Access, 8, 105082 – 105093 (2020)

[11] Jing Yan, Fan Shi*, Meng Zhao*, Zhe Wang, Yu Yang, ShengYong Chen. Confocal Raman Sensing Based on a Support Vector Machine for Detecting Lung Adenocarcinoma Cells; IEEE Sensors Journal, 19 (21): 9624–9633. (2019)

[12] Zhezhe Zhou, Meng Zhao*, Fan Shi, Shengyong Chen, Hao Luan. Method for estimation of the elevation value of the Chang'e-3; Journal of Xidian University;46(2): 139. (2019) (in Chinese)

[13] Tinglong Tang, Shengyong Chen, Meng Zhao, et al. Very large-scale data classification based on K-means clustering and multi-kernel SVM, Soft Computing. Vol.23, No.11, 3793-3801 (2019)

[14] Shengyong Chen, Yu He, Huili Qiu, Meng Zhao. Spatial localization of EEG electrodes in a TOF+ CCD camera system, Frontiers in neuroinformatics 13, 21(2019)

[15] Y Yang, M Zhao, X Liu, P Ge, F Zheng, T Chen, X Sun. Two-way detection of image features and immunolabeling of lymphoma cells with one-step microarray analysis, Biomicrofluidics 12 (6), 064106 (Editor's Pick) (2018)

[16] M Zhao*, A Wu, J Song, X Sun, N Dong. Automatic screening of cervical cells using block image processing, Biomedical engineering online 15 (1), 1-20 (2016)

專利

第一發(fā)明人:

1. 基于白細(xì)胞顯微圖像的細(xì)胞實(shí)例分割算法,CN 112784767 A,發(fā)明專利,已公開;

2. 基于MRI的阿爾茲海默癥病灶區(qū)域語(yǔ)義分割算法,CN,發(fā)明專利,已公開;

3. 船舶數(shù)據(jù)敏感性分析的新型算法,CN 109117868 A,發(fā)明專利,已公開;

4. 一種基于SVM模型結(jié)合圖像對(duì)肺癌組織的精確定位方法,CN 110208238 A,發(fā)明專利,已公開;

5. 一種基于拉曼光譜結(jié)合SVM的肺癌細(xì)胞與正常細(xì)胞的識(shí)別方法, CN 110874548 A,發(fā)明專利,已公開;

6. 尿沉渣細(xì)胞顯微圖像的液滴成像方法及裝置,CN 111242014 A,發(fā)明專利,已公開;

7. 一種基于月面CCD影像的金字塔成像匹配算法,CN 110543886 A,發(fā)明專利,已公開;

其他發(fā)明人:

1. 一種非線性極限學(xué)習(xí)機(jī)算法,CN 107832785 A,發(fā)明專利,已公開;

2. 一種基于ELM-Hierarchical Clustering的離群點(diǎn)檢測(cè)方法,CN 107992878 A,發(fā)明專利,已公開;

3. 基于光場(chǎng)相機(jī)的行人檢測(cè)誤檢提出方法,申請(qǐng)?zhí)?: CN201710670032.6,授權(quán)號(hào):ZL201710670032.6



1. 入選2018年天津市“131”創(chuàng)新型人才

2. 天津市高校“青年后備人才支持計(jì)劃”人選

3. 歐洲信息與數(shù)學(xué)聯(lián)盟(ERCIM)"Alain Bensoussan"學(xué)者 


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