Welcome to Yufeng
Zheng ’s Homepage
[ 郑 玉 锋 ]
Social Profiles
Highlighted News
·
New Textbook Release,
“
Multispectral Image Fusion and Colorization ”, SPIE Press, March 2018.
(Sample Chpt. 1, Chpt. 13)
Introduction
Dr. Yufeng Zheng
is an associate professor with Dept. of Data Science at the University of
Mississippi Medical Center (Jackson , MS). He is a Cisco Certified Network
Professional (CCNP) and teaching
graduate courses in Data Science and in Deep Learning. His recent research
activities include deep learning applications (funded by NSA & USDA),
multisensory image fusion and night-vision colorization (funded by DOD ARO),
and multispectral face recognition (funded by DHS & DOD ONR). He had led
and significantly contributed to other research projects such as Breast cancer
detection, Landmine detection, Glaucoma detection, and CT imaging. Before he
was a professor in computer networking with Alcorn State University. Dr.
Zheng's expertise focus on image processing, deep learning, computer vision,
and computer-aided detection/diagnosis. Research collaboration is welcome.
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(a) Visible image
(SC620)
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(b) NIR Image
(SC6000)
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(c) LWIR image
(SC620)
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Research Interests
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- Deep learning / A. I.
- Bioinspired image
analysis
- Biometrics (face
recognition)
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- Computer-aided
diagnosis
- Information fusion
- Computer vision (night
vision)
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Research
Grants
- MISSISSIPPI INBRE
- NIH
($211,170) Yufeng
Zheng (subaward-PI) 9/1/2023-8/31/2028
- To provide professional
education, training, consulting service, and resources in the areas of
Machine Learning/Deep Learning/A.I. to the state-wide communities through
Data Science Core.
- ACQUISITION OF DEEP LEARNING
COMPUTING SYSTEM TO ENHANCE RESEARCH AND EDUCATION AT ALCORN STATE
UNIVERSITY
- DOD
($145,914) Yufeng
Zheng (PI) 7/21/2021-7/20/2022
- To acquire a deep
learning computing system for student training and research enhancement
in the area of data science and artificial intelligence.
- PREDICTING VINEYARD CANOPY
COVERAGE USING AIRBORNE IMAGES AND NEURAL NETWORK
- USDA NIFA
($193,851)
Yufeng Zheng
(PI)
4/2/2020-4/1/2023
- To predict the canopy
coverage, inter-tree space, total leaf area, and total dry leaf weight by
flying a drone with a built-in camera over a large-scale vineyard.
- ENHANCE CYBERSECURITY WITH
USER INTERACTION BIOMETRICS
- NSA ($96,665) Yufeng
Zheng (PI) 9/30/2020-9/30/2021
- To develop a set of
neural network (NN) models of utilizing user interaction behavior as
ones’ biometrics to enhance cybersecurity.
- ACQUISITION OF HYPERSPECTRAL
IMAGING AND MULTISPECTRAL IMAGING DEVICES FOR THE ENHANCEMENT OF RESEARCH
AND EDUCATION AT ALCORN STATE UNIVERSITY
- DOD ARO ($88,242) Yufeng
Zheng (PI) 6/2/2016-6/1/2017
- To provide training
to undergraduate and graduate students in the use of this advanced
imaging tool meanwhile to strengthen research opportunities in the area
of image analysis and pattern recognition.
- MULTISPECTRAL IMAGE FUSION
FOR OBJECT IDENTIFICATION AND THREAT ANALYSIS
- AFRL SFFP Yufeng
Zheng (Fellowship Award) 5/9/2016-7/29/2016
- Use multispectral
vehicle detection and recognition (matching with the registered vehicle
types) to authorize a vehicle to enter a secured facility, and analyze
the vehicle moving patterns for threat analysis.
- A PRODUCT PROTOTYPE OF FACE
RECOGNITION USING RASPBERRY PI
- School of AREAS at
Alcorn ($6,800) Yufeng
Zheng (PI) 1/1/2016-12/31/2016
- To develop a product
prototype of face recognition using Raspberry Pi (a tiny and affordable
computer), where our patented technique will be implemented on Pi.
- USING ADVANCED IMAGE FUSION
AND ADAPTIVE IMAGE COLORIZATION TO ENHANCE MULTISENSORY INPUT
- DOD ARO
($671,548)
Yufeng Zheng
(PI)
9/15/2008-9/14/2012
- To enhance computer
vision and human vision by multispectral image fusion and night vision
colorization.
- A THERMAL FACE
RECOGNITION SYSTEM FOR SECURITY APPLICATIONS - A NOVEL APPROACH BY FACE
PATTERN WORDS
- DHS
($338,027)
Yufeng Zheng (PI)
3/1/2010-8/31/2012
- To develop a reliable
thermal face recognition system for national security applications such
as prevention against terrorism, especially at nighttime. especially at
nighttime.
- A Dual Face
Recognition System for Human Identification Applications
- DOD ONR
($409,123)
Yufeng Zheng
(PI)
2/1/2012-1/31/2015
- To develop a dual face
recognition system to enhance human identification applications such as
role authentification, right authorization, activity accounting, law
enforcement, environment surveillance, suspect monitoring and tracking.
Teaching Experience
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- Deep Learning
Applications
- Database Systems
- Computer Graphics
- Digital Image
Processing
- Physics for Medical
Imaging
- Networking
Fundamentals & Telecommunication
- Switching and Routing
Basics
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- WAN Technologies &
Advanced Routing
- Network Security and Management
- Computation using
Matlab
- Data Structures and
Algorithms
- C# Network Programming
- Web design &
Internet programming using C#
- C++ Programming
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Education
& Training
- 1985 ~ 1989 B.S.,
Optical Engineering, Tianjin University, Tianjin
, China
- 1991 ~ 1994 M.S.,
Optical Engineering/Image Processing, Tianjin
University, Tianjin , China
- 1994 ~ 1997 Ph.D.,
Optical Engineering/Image Processing, Tianjin
University , Tianjin , China [ 天津大学 ] (one of 39 Project
985 Universities in China)
- 2001-2005
Post-doc, Computer Science, University of
Louisville (Louisville, KY, USA)
- 2011
Cisco Certified Network Professional (CCNP), CCNA; CCNA Security
- 2015 “The
Advances In Imaging: Emerging Devices and Visual Mining”, MIT Professional
Education's Short Course, Cambridge, MA
- 2021 “Business
Advantage Program”, Millsaps College, Jackson, MS
Positions
& Employment
- 1989-1991
Research Engineer, Changzhi Bearing Manufacturing Co., Shanxi, China
- 1997-1999 Software
Engineer, Huawei Tech. Co., Beijing, China
- 1999-2001 CT
Imaging Algorithm Senior Engineer, GE Hangwei Medical Systems Co. Ltd.,
Beijing, China
- 2001-2005 Post-doctoral/Sr.
Research Associate, University of Louisville, Louisville, KY, USA
- 2006-2012
Assistant Professor, Alcorn
State University , Alcorn State, MS, USA
- 2012-2019
Associate Professor (Tenured), Alcorn State University, Alcorn State, MS,
USA
- 2019-2021
Professor, Alcorn State University, Alcorn State, MS, USA
- 2021-Present Associate Professor, University of Mississippi Medical Center (UMMC),
Jackson, MS, USA
- 2021-2023 Program Director, Certificate in
Analytics, and MS and Ph.D. in Biostatistics and Data Science, UMMC
Honors
- 1999 Certificated
Senior Engineer in Computer Software Development by Beijing Government,
China
- 2003 Patent
(Docket No.: 1160.032PRV, Principle Inventor) in Glaucoma
Classification (at University of Louisville)
- 2006- (1)
Senior Member of SPIE; (2) Senior Member of IEEE; (3) Senior Member of
IEEE Signal Processing Society
- 2010
Utility patent (# 8,917,914) in Face
Recognition (Principal Inventor; Alcorn State University)
- 2012 2012
President’s Award for Research Excellence (from Alcorn State University)
- 2022 2022
Teaching Excellence (The Nelson Order honored by the School of Population
Health at UMMC)
Experience
& Service
- 2000 Six-Sigma
Green Belt certified by GE Medical Systems at Beijing, China
- 2007-2020 Program
Director of Computer Networking & Information Technology, Alcorn State
University, MS, USA
- 2008 Invited Speaker
of 7th Annual Image Fusion Conference (Alexandria, VA) by IDGA.
- 2010 Book Editor
of “Image Fusion”, ISBN: 978-953-307-173-2.
- 2011 Invited
Speaker of 6th Annual Night Vision Systems Conference (Washington, DC) by
IDGA.
- 2011 Invited
Speaker of 10th Annual Image Fusion Conference (Washington, DC) by IDGA.
- 2011 Technical
Program Committee of SPIE Defense, Security and Sensing
Conference2011 Technical Program Committee of SPIE Defense,
Security and Sensing Conference 2012
- 2011 Sponsor of
the “Image Analysis Workshop” held at Alcorn State 2011
Sponsor of the “Image Analysis Workshop” held at Alcorn State Universityo,
Spain
- June 2012 Sponsor and
Organizer of the “Image Analysis Workshop II” (will be) held at Alcorn
State University
- 2012 The Editorial Board of
The Scientific World Journal (in Signal Processing subject area)
- 2012 The technical program
committee for ISSPIT 2012 (2012 The IEEE Symposium on Signal Processing
and Information Technology)
- 2012 The technical program
committee for ICCSII 2012 (2012 IEEE Conference on Control, Systems &
Industrial Informatics)
- 2012 Guest Editor of Special
Issue on “Robotic and AI Safety & Security,” Journal of Robotics
- 2011-Present Webmaster of
the “ICA-Wavelet”
website (where recording the award winners in the areas of ICA, Wavelets,
Nanoengineering, Compressive Sampling, System Biology, and Biomedical
Wellness)
- 6/18-20/2012 “Cisco Academy
Conference 2012”, San Jose, CA
- August 2012 The
establishment of “SPIE Student Chapter at Alcorn” (Role: Faculty Advisor)
- 2014-
Instructor of a SPIE Short Course (SC1135) entitled “Multispectral Image
Fusion and Night Vision Colorization”, SPIE DSS 2014-2015, Baltimore.
- 2014- Conference
Co-Chair of SPIE DSS at Baltimore
- 2016-2017 Chairing Conference “Sensing and Analysis
Technologies for Biomedical and Cognitive Applications”, SPIE DSS,
Baltimore, MD
Journal
Publications
- Yufeng
Zheng, Erik Blasch, Facial Micro-Expression Recognition
Enhanced by Score Fusion and a Hybrid Model from Convolutional LSTM and
Vision Transformer. Sensors 2023, 23, 5650. https://doi.org/10.3390/s23125650
- Kerry Kinney, Yufeng Zheng, Matthew
Morris, Julie Schumacher, Saurabh Bhardwaj and James Rowlett, “Predicting
benzodiazepine prescriptions: A proof-of-concept machine learning
approach,” Frontiers in Psychiatry, March 2023, Volume 14 - 2023 | https://doi.org/10.3389/fpsyt.2023.1087879
- Asma Baccouche, Begonya Garcia-Zapirain, Yufeng Zheng, Adel S.
Elmaghraby, “Early
Detection and Classification of Abnormality in Prior Mammograms using
Image-to-Image Translation and YOLO techniques,” Computer Methods and
Programs in Biomedicine, Elsevier, (Accepted in) May 2022.
- Yufeng
Zheng, Jun Huang, Tianwen Chen, Yang Ou, Wu Zhou, “Transfer of learning in
the convolutional neural networks on classifying geometric shapes based on
local or global invariants”, Frontiers in Computational Neuroscience,
2021.
- Yufeng
Zheng, Erik Blasch, “An Exploration of the Impacts of Three Factors in
Multimodal Biometric Score Fusion: Score Modality, Recognition Method, and
Fusion Process”, Journal of Advances in Information Fusion, Dec. 2014.
- Yufeng
Zheng, Wenjie Dong, Erik Blasch, “
Qualitative and quantitative comparisons of multispectral night vision
colorization techniques ” (Open Access), Optical Engineering, August
2012.
- Yufeng
Zheng, "The Key Factor in Multimodal Biometric Score Fusion:
Modality, Recognition or Fusion?" (submitted to) , 2012.
- Yufeng
Zheng, “Orientation-based face recognition using multispectral imagery and
score fusion”, Optical Engineering, November 2011.
- Yufeng
Zheng, “
Breast Cancer Detection with Gabor Features from Digital Mammograms ”,
Algorithms 2010, Vol. 3, pp.44-62, 2010.
- Fengmei
Zou, Yufeng Zheng, Zhengdong Zhou, and Kwabena Agyepong, “Gradient Vector
Flow Fields and Spiculated Mass Detection in Digital Mammography Images”,
Digital Mammography, Lecture Notes in Computer Science, pp.299-306,
Springer Berlin / Heidelberg, Volume 5116 (2008).
- Yufeng
Zheng and Edward A. Essock, “A local-coloring method for night-vision
colorization utilizing image segmentation, segment recognition, histogram
matching and image fusion”, Information Fusion, Vol. 9, No. 2, pp.186-199
(2008).
- Gunvant,
Pinakin; Zheng, Yufeng; Toth, MArta; Hollo, GAbor, Atypical Retardation
Pattern: Can Performance of Classification be Improved?, Optometry &
Vision Science. 85(6):E482-E488, June 2008.
- Pinakin
Gunvant, Yufeng Zheng, Edward A. Essock, et. al., “Application of
Shape-based Analysis Methods to OCT Retinal Nerve Fiber Layer Data in
Glaucoma”, Journal of Glaucoma, 16(6):543-548 (2007).
- Edward
A. Essock, Pinakin Gunvant, Yufeng Zheng , “Predicting Visual Field Loss
In Ocular Hypertensive Patients Using Wavelet-Fourier Analysis Of GDx
Scanning Laser Polarimetry”, Optometry and Vision Science, VOL. 84, NO. 5,
PP. E380–E386 (2007).
- Yufeng
Zheng , Edward A. Essock, Bruce C. Hansen and Andrew M. Haun, “A new
metric based on extended spatial frequency and its application to DWT
based fusion algorithms”, Information Fusion, Vol. 8, No. 2, April 2007.
- Edward
A. Essock, Yufeng Zheng , Pinakin Gunvant, “Analysis of GDx-VCC Polarimetry
Data by Wavelet-Fourier Analysis (WFA) Across Glaucoma Stage”, IOVS, Vol.
46, No. 8, pp.2838-2847, August 2005.
- Yufeng
Zheng , Edward A. Essock and Bruce C. Hansen, “An advanced DWT fusion
algorithm and its optimization by using the metric of image quality
index”, Optical Engineering, Vol.44, No.3, Mar 2005.
- Pinakin
Gunvant, Yufeng Zheng , Edward A. Essock, et. al., “Predicting Subsequent
Visual Field Loss in Subjects with Disc Hemorrhage using RNFL
Polarimetry”, Journal of Glaucoma, Vol.14, No.1, Jan 2005.
- Yufeng
Zheng , Mark P. Wachowiak, and Adel S. Elmaghraby, “Resolution improvement
and detail enhancement for CT scout images”, Journal of Electronic
Imaging, Vol.14, No.1, Jan 2005.
- Mark
P. Wachowiak, Renata Smolíková, Yufeng Zheng, Jacek M. Zurada, and Adel S.
Elmaghraby, “An Approach to Multimodal Biomedical Image Registration
Utilizing Particle Swarm Optimization”, IEEE Transactions on Evolutionary
Computation, Vol. 8, No. 3, pp.289-301, June 2004.
- Bruce
C. Hansen, Edward A. Essock, Yufeng Zheng and J. Kevin DeFord, “Perceptual
Anisotropies in Visual Processing and Their Relation to Natural Image
Statistics”, Network: Computation in Neural Systems, 14 (2003) 501-526,
June 2003.
- Daoyin
Yu, Yufeng Zheng , Wei Yu, and Qingguo Geng, “Study on Echocardiographic
Quantitative Analysis”, Chinese Journal of Biomedical Engineering, Vol. 18
No. 3, September 1999.
- Daoyin
Yu, Qunfeng Zou, Wei Yu and Yufeng Zheng , “Image Connection and Its Application
to Medical Ultrasonic Image”, Chinese Journal of Biomedical Engineering,
Vol. 17 No. 3, September 1998.
- Daoyin
Yu and Yufeng Zheng , “Precise Boundary Extraction of Echocardiographic
Left-Ventricle Images”, Chinese Journal of Biomedical Engineering, Vol. 15
No. 4, December 1996.
- Yufeng
Zheng , “Displaying a True Color Bitmap Image on a TVGA Card”, Application
of the Computer Systems, December 1996.
- Yufeng
Zheng and Daoyin Yu, “The Visual Design of Image Processing in DOS
Environment”, Microcomputer & Its Applications, September 1996.
- Wenyao
Liu and Yufeng Zheng , “The Light Scattering Analysis System on Line”,
Chinese Journal of Scientific Instrument, Vol. 17 No. 1, Jan. 1996.
- Yufeng
Zheng , “Implementing Full-screen Animation on a TVGA Card”, PC World
China, September 1995.
Conference Papers:
- Yufeng
Zheng, Erik Blasch, “Facial micro-expression
recognition using deep spatio-temporal neural
networks”, Proc. SPIE 12547, SPIE Defense + Commercial Sensing 2023,
Orlando, Florida, United States.
- Yufeng
Zheng, Brian Christman, Matthew Morris, William
Hillegass, Yunxi Zhang, Kimberly Douglas, Lei Zhang, “Adolescent
Behavioral Risk Analysis and Prediction Using Machine Learning: A
Foundation for Precision Suicide Prevention”, Proc. SPIE 12100, SPIE Defense
+ Commercial Sensing 2022, Orlando, Florida, United States.
- Yufeng
Zheng, Lixin Yu, Sardar Haque, Ping Zhang, Adel Elmaghraby, “Improving
Cybersecurity through Deep Learning on Keystroke and Mouse Dynamics”,
Proc. SPIE 12100, SPIE Defense + Commercial Sensing 2022, Orlando,
Florida, United States.
- Yufeng
Zheng, Erol Sarigul, Girish Panicker, and Diane Stott, “Vineyard LAI and
Canopy Coverage Estimation with Convolutional Neural Network Models and
Drone Pictures”, Proc. SPIE 12120, SPIE Defense + Commercial Sensing 2022,
Orlando, Florida, United States.
- Yufeng
Zheng, Adel S. Elmaghraby, “Cybersecurity Enhancement Using Convolutional
Neural Networks and Keystroke Dynamics”, Proc. SPIE 11734, SPIE Defense +
Commercial Sensing 2021, Orlando, Florida, United States.
- Yufeng
Zheng, Girish Panicker, and Diane Stott, “Predicting Vineyard Canopy
Coverage Using Drone Pictures”, Proc. SPIE 11747, SPIE Defense +
Commercial Sensing 2021, Orlando, Florida, United States.
- Yufeng
Zheng, Hongyu Wang, Yingguang Hao, “Mobile application for monitoring body
temperature from facial images using convolutional neural network and
support vector machine”, Proc. SPIE 11399, SPIE Defense + Commercial
Sensing 2020, Anaheim, California, United States.
- Yufeng
Zheng, Clifford Yang, Hongyu Wang, “Enhancing breast cancer detection with
recurrent neural network”, Proc. SPIE 11399, SPIE Defense + Commercial
Sensing 2020, Anaheim, California, United States.
- Yufeng
Zheng, Hongyu Wang, Yingguang Hao, “Comparable study of convolutional
neural networks in classification and feature extraction applications”,
Proc. SPIE 11395, SPIE Defense + Commercial Sensing 2020, Anaheim,
California, United States.
- Yufeng
Zheng, Erik Blasch, “Night Vision Colorization
from Color Mapping to Color Transferring”, 22nd International Conference
on Information Fusion, Ottawa, Canada, 2019.
- Erik Blasch, Yufeng Zheng, Shuo
Liu and Zheng Liu, “Image Fusion for Context-aided Surveillance”, 22nd
International Conference on Information Fusion, Ottawa, Canada, 2019.
- Yufeng
Zheng, Jun Huang, Tianwen Chen, Yang Ou, Wu Zhou, “CNN Classification Comparisons in
Distinguishing Global Features from Local Features”, SPIE Defense +
Commercial Sensing 2019, Baltimore, United States.
- Erik Blasch, Zheng Liu, Yufeng Zheng, et al., “Multisource
deep learning for situation awareness”, SPIE Defense + Commercial Sensing
2019, Baltimore, United States.
- Yufeng
Zheng, Jun Huang, Tianwen Chen, Yang Ou, Wu Zhou, “Processing Global and
Local Features in Convolutional Neural Network (CNN) and Primate Visual
Systems”, SPIE Defense + Commercial Sensing 2018, Orlando, Florida, United
States.
- Yufeng
Zheng, Clifford Yang, Alex Merkulov, “Breast Cancer Screening Using
Convolutional Neural Network and Follow-up Digital Mammography”, SPIE Defense
+ Commercial Sensing 2018, Orlando, Florida, United States.
- Yufeng
Zheng, “Fast and accurate face recognition based on image compression”,
SPIE Commercial + Scientific Sensing and Imaging 2017, Anaheim,
California, United States
- Yufeng
Zheng, Clifford Yang, Alex Merkulov, Malavika Bandari, “Early
Breast Cancer Detection with Digital Mammograms Using Haar-like
Features and AdaBoost Algorithm”, Proc. SPIE
9871, SPIE Commercial + Scientific Sensing and Imaging 2016, Baltimore,
United States.
- Yufeng
Zheng, Erik Blasch, “Multispectral image fusion
for vehicle identification and threat analysis”, Proc. SPIE 9871, SPIE
Commercial + Scientific Sensing and Imaging 2016, Baltimore, United
States.
- Yufeng
Zheng, Genshe Chen, Zhonghai Wang, Erik Blasch, “Image Quality (IQ) Guided
Multispectral Image Compression”, Proc. SPIE 9871, SPIE Commercial +
Scientific Sensing and Imaging 2016, Baltimore, United States.
- Yufeng
Zheng, Erik Blasch, “Cross-modal face
recognition using multi-matcher face scores”, Proc. SPIE 9474, SPIE
Defense, Security, and Sensing 2015, Baltimore, United States.
- Yufeng
Zheng, Harold Szu, “Hypothesis on human eye perceiving optical spectrum
rather than an image”, Proc. SPIE 9496, SPIE Defense, Security, and
Sensing 2015, Baltimore, United States.
- Yufeng
Zheng, Erik Blasch, “The advantages of stereo vision in a face recognition
system”, SPIE Defense, Security, and Sensing 2014, Baltimore, United
States.
- Yufeng
Zheng, “Simulation of Face Recognition at a Distance by Scaling Down Images”,
IEEE ISSPIT 2013, December 12-15, 2013, Athens, Greece.
- Yufeng
Zheng, “An integrated multispectral face recognition system (invited
paper),” 2013 International Conference on Optical Instrument and
Technology, Beijing, China, 2013
- Yufeng
Zheng, Erik Blasch, “Score Fusion and Decision Fusion for the Performance
Improvement of Face Recognition,” 16th International Conference on
Information Fusion, Istanbul, Turkey, 2013.
- Yufeng
Zheng, Kristopher Reese, Erik Blasch, Paul McManamon, “Qualitative evaluations
and comparisons of six night-vision colorization methods”, SPIE Defense,
Security, and Sensing 2013, Baltimore, United States.
- Yufeng
Zheng, “A Vehicle Threat Detection System Using Correlation Analysis and
Synthesized X-ray Images”, SPIE Defense, Security, and Sensing 2013,
Baltimore, United States.
- Yufeng
Zheng, Adel Elmaghraby, Kristopher Reese, “Performance Improvement of Face
Recognition using Multispectral Images and Stereo Images”, IEEE ISSPIT
2012, December 12-15, 2012, Ho Chi Minh City, Vietnam.
- Yufeng
Zheng, “Near Infrared Face Recognition Using Orientation-based Face
Patterns”, 2012 International Conference of the Biometrics Special
Interest Group (BIOSIG), Darmstadt, Germany, Sept. 2012.
- Yufeng
Zheng, “An Overview of Night Vision Colorization Techniques using
Multispectral Images: from Color Fusion to Color Mapping”, 2012
International Conference on Audio, Language and Image Processing (ICALIP
2012), Shanghai, China, July 2012
- Kristopher
Reese, Yufeng Zheng, and Adel Elmaghraby, “A Comparison of Face Detection
Algorithms in Visible and Thermal Spectrums”, International Conference on
Advances in Computer Science and Application (CSA 2012), Amsterdam, The
Netherlands, 2012.
- Yufeng
Zheng, "An wavelet-based method for multispectral face
recognition," SPIE Defense, SecYufeng Zheng, Chaoyang Zhang, Zhaoxian
Zhou, "An wavelet-based method for multispectral face
recognition," SPIE Defense, Security, and Sensing 2012, Baltimore,
United States.
- Yufeng
Zheng, Nian Zhang, Harold Szu, "Interdisciplinary educational
approach to the human sciences," SPIE Defense, Security, and Sensing
2012, Baltimore, United States.
- Wenjie
Dong, Yufeng Zheng, "An objective evaluation metric for color image
fusion," SPIE Defense, Security, and Sensing 2012, Baltimore, United
States.
- Kristopher
Reese, Yufeng Zheng, and Adel Elmaghraby, “A Comparison of Face Detection
Algorithms in Visible and Thermal Spectrums”, International Conference on
Advances in Computer Science and Application (CSA 2012), Las Vegas, USA,
2012.
- Yufeng
Zheng, Adel Elmaghraby, "A Brief Survey on Multispectral Face
Recognition and Multimodal Score Fusion," (keynote speaker) IEEE
ISSPIT 2011, December 14-17, 2011, Bilbao, Spain.
- Yufeng
Zheng, "Face detection and eyeglasses detection for thermal face
recognition," IS&T/SPIE Electronic Imaging Conference, 22-26
January 2012 in Burlingame, California, United States.
- Dan
Shen, Genshe Chen, and Yufeng Zheng, "Game theoretic approach to
similarity based image segmentation", “Signal and Data Processing of
Small Targets 2011" conference, SPIE Optical Engineering +
Applications, 21-25 August 2011, San Diego, United States.
- Yufeng
Zheng, "A channel-based color fusion technique using multispectral
images for night vision enhancement", “Applications of Digital Image
Processing XXXIV" conference, SPIE Optical Engineering +
Applications, 21-25 August 2011, San Diego, United States.
- Yufeng
Zheng, “An Orientation-based Face Recognition Algorithm”, The IASTED
International Conference on Computer Vision 2011, June 1 - 3, 2011,
Vancouver, BC, Canada. . International Conference on Computer Vision 2011,
June 1 - 3, 2011, Vancouver, BC, Canada. .
- Yufeng
Zheng, “A Hidden Markov Model for Multimodal Biometrics Score Fusion”,
“Multisensor, Multisource Information Fusion: Architectures, Algorithms,
and Applications 2011” Conference, SPIE Defense, Security, and Sensing,
25-29 April 2011, Orlando, United States.
- Yufeng
Zheng, “A Novel Orientation Code for Face Recognition”, “Visual
Information Yufeng Zheng, “
A Novel Orientation Code for Face Recognition ”, “Visual Information
Processing XX” Conference, SPIE Defense, Security, and Sensing, 25-29
April 2011, Orlando, United States.
- Yufeng
Zheng, “A Novel Thermal Face Recognition Approach Using Face Pattern
Words”, Proc. SPIE, Vol. 7667, “Biometric Technology for Human
Identification VII” conference, SPIE Defense, Security, and Sensing, 5-9
April 2010, Orlando, United States. United States.
- Yufeng
Zheng, “An orientation-based fusion algorithm for multisensor image
fusion”, Proc. SPIE, Vol. 7710, “Multisensor, Multisource Information
Fusion: Architectures, Algorithms, and Applications 2010” conference, SPIE
Defense, Security, and Sensing, 5-9 April 2010, Orlando, United States.
- Yufeng
Zheng, “Multi-scale Fusion Algorithm Comparisons: Pyramid, DWT and
Iterative DWT”, 12th International Conference on Information Fusion, pp.
1060-1067, Seattle, WA, USA, July 6-9, 2009.
- Yufeng
Zheng and Kwabena Agyepong, “Component-based target recognition inspired
by human vision”, Proc. SPIE, Vol. 7335, 73350V (2009).
- Yufeng
Zheng, “Bio-inspired color image enhancement model”, Proc. SPIE, Vol.
7341, 73410D (2009).
- Fengmei
Zou, Yufeng Zheng,Yufeng Zheng, “Bio-inspired color image enhancement
model”, Proc. SPIE, Vol. 7341, 73410D (2009).
- Chengcheng
Li, Yufeng Zheng, Kwabena Agyepong, “Prediction of IMF Percentage of Live
Cattle by Using Ultrasound Technologies with High Accuracies”, WASE
International Conference on Information Engineering 2009 (ICIE '09),
Volume 2, pp. 474 - 478 (2009).
- Fengmei
Zou, Yufeng Zheng, Zhengdong Zhou, and Kwabena Agyepong, “Gradient Vector
Flow Field and Mass Region Extraction in Digital Mammograms”, 2008 21st
IEEE International Symposium on Computer-Based Medical Systems, pp. 41-43
(CBMS 2008).
- Yufeng
Zheng, “Gaussian model-based statistical matching for image enhancement and
segmentation,” Visual Information Processing XVII. Proceedings of the
SPIE, Vol. 6978, pp. 697802-1-697802-11 (2008).tion”, Signal Processing,
Sensor Fusion, and Target Recognition XVII. Proceedings of the SPIE, Vol.
6968, pp. 69681U-69681U-12 (2008).
- Yufeng
Zheng and Kwabena Agyepong , “Mass Detection with Digitized Screening
Mammograms by Using Gabor Features”, Proceedings of the SPIE, Vol. 6514,
pp.651402-1-12 (2007 ).
- Yufeng
Zheng , Adel Elmaghraby and Hichem Frigui, “ Three-band MRI image
fusion utilizing the wavelet-based method optimized with two quantitative
fusion metrics ”, Proceedings of the SPIE, Vol. 6144, pp.
61440R-1-61440R-12 (2006).
- Yufeng
Zheng , Bruce C. Hansen, Andrew M. Haun and Edward A. Essock, “ Coloring
Night-vision Imagery with Statistical Properties of Natural Colors by
Using Image Segmentation and Histogram Matching ”, Proceedings of the
SPIE, Vol. 5667, pp. 107-117 (2005).
- Yufeng
Zheng , Edward A. Essock and Bruce C. Hansen, “ An Advanced
Image Fusion Algorithm Based on Wavelet Transform – Incorporation with PCA
and Morphological Processing ”, Proceedings of the SPIE, Volume 5298,
pp. 177-187 (2004).
- Yufeng
Zheng and Edward A. Essock, “ A Novel
Feature Extraction Method – Wavelet-Fourier Analysis and Its Application to
Glaucoma Classification ”, Proceedings of 7th Joint Conference on
Information Sciences, pp. 672-675, Cary, North Carolina, September, 2003.
- Yufeng
Zheng , Xiaohui Cui, Mark P. Wachowiak, and Adel S. Elmaghraby, “CT Scout
Z-resolution Improvement with Image Restoration Methods”, Proc. SPIE Int.
Soc. Opt. Eng. 5032, 1851 (2003), (SPIE Medical Imaging Conference,) San
Diego, California, February, 2003.
- Yufeng
Zheng , Ji Du, Long Qi and Daoyin Yu, “Echocardiographic Visual Processing
and Quantitative Analysis”, PP.46-49, SPIE Proceedings Vol. 2866,
International Conference on Holography and Optical Information, Nanjing
, China , August 1996.
Book Chapters:
- Yufeng
Zheng, “
Iterative Multiscale Fusion and Night Vision Colorization of Multispectral
Images ”, Sensor Fusion and its Applications, ISBN 978-953-7619-X-X,
2010.
- EA Essock, P Gunvant and Yufeng Zheng ,
“Nerve Giber Analyzer GDx Progression”, Optic Nerve Head and Retinal Nerve
Fiber Analysis, Edited by Iester M, Garway-Heath D, Lemij H; Savona,
Dogma. ISBN 88-87434-30-1, pp.111-113, 2005.
- Yufeng
Zheng, “An Exploration of Color Fusion with Multispectral Images for Night
Vision Enhancement”, Image Fusion and its Applications, ISBN
978-953-307-173-2, June 2011.
- Gang
Hu, Yufeng Zheng, Xin-qiang Qin, “Image Fusion based on integer lifting
wavelet transform”, Image Fusion and its Applications, ISBN
978-953-307-173-2, June 2011.
- Yufeng
Zheng, Wenjie Dong, Genshe Chen, and Erik Blasch “
The Objective Evaluation Index (OEI) for Evaluation of Night Vision
Colorization Techniques ”, Image Fusion, ISBN 980-953-307-540-7,
September 2013.
- Yufeng
Zheng, “Using Score Fusion for Improving the Performance of Multispectral
Face Recognition”, Signal and Image Processing for Biometrics Under
Uncontrolled Data Acquisition Conditions, Springer-Verlag, 2014
Books
- Yufeng Zheng, Erik
Blasch, Zheng Liu, “Multispectral Image Fusion and Colorization”, SPIE
Press, March 2018
- Yufeng Zheng, Erik Blasch, Adel
Elmaghraby (Guest Editors of Special Issue on), “ Biologically
Inspired Methods for Imaging, Cognition, Vision, and Intelligence ”, Computational Intelligence and
Neuroscience , Hindawi Publishing
Corporation, 2015
- Yufeng
Zheng, “Image Fusion and Its Applications”, ISBN
978-953-307-173-2, June 2011
Resume of Dr. Yufeng Zheng (PDF updated on 06/21/2023)
Contact
Information and Links :
Email:
Address: Dept. of
Data Science,
University of Mississippi Medical Center,
2500 North State Street,
Jackson, MS 39216, USA
Work Link: Dept.
of Data Science, UMMC
SPIE Page: http://spie.org/profile/Yufeng.Zheng-33877
Social Sites: LinkedIn
ResearchGate
TRS Page: http://www.r2image.com/TRS_Demo/
(Teaching, Research, Service Demostration)
ICA-Wavelet: http://www.r2image.com/wavelet/
(recording the award winners in the areas of ICA, Wavelets, Nanoengineering,
Compressive Sampling, etc.)
(Updated on April 20 2022) []