Chengjun Liu
Chengjun Liu
Professor, Computer Science
4306 Guttenberg Information Technologies Center (GITC)
About Me
Chengjun Liu received his Ph.D. from George Mason University in 1999, and he is presently a Professor of Computer Science at New Jersey Institute of Technology.
Education
Ph.D.; George Mason University; ; 1999
M.S.; Harbin Institute of Technology; ; 1993
B.S.; Harbin Institute of Technology; ; 1990
M.S.; Harbin Institute of Technology; ; 1993
B.S.; Harbin Institute of Technology; ; 1990
Website
2024 Spring Courses
CS 701B - MASTER'S THESIS
CS 792 - PRE-DOCTORAL RESEARCH
CS 790A - DOCT DISSERTATION & RES
CS 488 - INDEPENDENT STUDY IN CS
CS 700B - MASTER'S PROJECT
CS 725 - INDEPENDENT STUDY I
CS 726 - INDEPENDENT STUDY II
CS 792 - PRE-DOCTORAL RESEARCH
CS 790A - DOCT DISSERTATION & RES
CS 488 - INDEPENDENT STUDY IN CS
CS 700B - MASTER'S PROJECT
CS 725 - INDEPENDENT STUDY I
CS 726 - INDEPENDENT STUDY II
Teaching Interests
Computer Vision
Pattern Recognition and Applications
Face Recognition and Video Processing
Image Processing
Artificial Intelligence
Computer Programming and Problem Solving
Pattern Recognition and Applications
Face Recognition and Video Processing
Image Processing
Artificial Intelligence
Computer Programming and Problem Solving
Past Courses
CS 101: COMP PROG & PROB SOLVING
CS 370: INTRO TO ARTIFCL INTELLGNCE
CS 370: INTRO TO ARTIFICIAL INTELLIGENC
CS 370: INTRODUCTION TO ARTIFICIAL INTELLIGENCE
CS 670: ARTIFICIAL INTELLIGENCE
CS 780: COMPUTER VISION
CS 782: PATTERN RECOGNITION & APPLICATN
CS 782: PATTERN RECOGNTN & APPLCTNS
CS 370: INTRO TO ARTIFCL INTELLGNCE
CS 370: INTRO TO ARTIFICIAL INTELLIGENC
CS 370: INTRODUCTION TO ARTIFICIAL INTELLIGENCE
CS 670: ARTIFICIAL INTELLIGENCE
CS 780: COMPUTER VISION
CS 782: PATTERN RECOGNITION & APPLICATN
CS 782: PATTERN RECOGNTN & APPLCTNS
Research Interests
Video Analytics,
Pattern Recognition (Face/Iris Recognition),
Machine Learning (Statistical Learning, Kernel Methods, Similarity Measures),
Computer Vision (Object/Face Detection, Video Processing),
Security (Biometrics),
Image Processing (New Color Spaces, Gabor Image Representation)
Pattern Recognition (Face/Iris Recognition),
Machine Learning (Statistical Learning, Kernel Methods, Similarity Measures),
Computer Vision (Object/Face Detection, Video Processing),
Security (Biometrics),
Image Processing (New Color Spaces, Gabor Image Representation)
Conference Proceeding
Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management
2023
Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management
IEEE, May 2023
Ammunition Component Classification Using Deep Learning
the 18th International Conference on Machine Learning and Data Mining, MLDM 2022, July 16-21, 2022, New York, USA., July (3rd Quarter/Summer) 2022
Traffic Surveillance Video Analytics: A Concise Survey
the 18th International Conference on Machine Learning and Data Mining, MLDM 2022, July 16-21, 2022, New York, USA., July (3rd Quarter/Summer) 2022
Illumination-Aware Image Segmentation for Real-Time Moving Cast Shadow Suppression
IEEE, the 2022 IEEE International Conference on Imaging Systems and Techniques, IST 2022, June 21-23, 2022, Virtual., June 2022
2023
Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management
IEEE, May 2023
Ammunition Component Classification Using Deep Learning
the 18th International Conference on Machine Learning and Data Mining, MLDM 2022, July 16-21, 2022, New York, USA., July (3rd Quarter/Summer) 2022
Traffic Surveillance Video Analytics: A Concise Survey
the 18th International Conference on Machine Learning and Data Mining, MLDM 2022, July 16-21, 2022, New York, USA., July (3rd Quarter/Summer) 2022
Illumination-Aware Image Segmentation for Real-Time Moving Cast Shadow Suppression
IEEE, the 2022 IEEE International Conference on Imaging Systems and Techniques, IST 2022, June 21-23, 2022, Virtual., June 2022
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Journal Article
Ghahremannezhad, Hadi, & Shi, Hang, & Liu, Chengjun (2023). Object Detection in Traffic Videos: A Survey. IEEE Transactions on Intelligent Transportation Systems, 24(7), 6780-6799.
Liu, Guanxiong, & Shi, Hang, & Kiani, Abbas, & Khreishah, Abdallah, & Lee, Joyoung, & Ansari, Nirwan, & Liu, Chengjun, & Yousef, Mustafa Mohammad (2022). Smart Traffic Monitoring System Using Computer Vision and Edge Computing. IEEE Transactions on Intelligent Transportation Systems, 23(8), 12027-12038.
Liu, Guanxiong, & Shi, Hang, & Kiani, Abbas, & Khreishah, Abdallah, & Lee, Joyoung, & Ansari, Nirwan, & Liu, Chengjun, & Yousef, Mustafa Mohammad (2021). Smart Traffic Monitoring System using Computer Vision and Edge Computing. IEEE Transactions on Intelligent Transportation Systems,
Liu, Guanxiong, & Shi, Hang, & Kiani, Abbas, & Khreishah, Abdallah, & Lee, Joyoung, & Ansari, Nirwan, & Liu, Chengjun, & Yousef, Mustafa Mohammad (2021). Smart traffic monitoring system using computer vision and edge computing. IEEE Transactions on Intelligent Transportation Systems, 23(8), 12027--12038.
Liu, Guanxiong, & Shi, Hang, & Kiani, Abbas, & Khreishah, Abdallah, & Lee, Joyoung, & Ansari, Nirwan, & Liu, Chengjun, & Yousef, Mustafa Mohammad (2021). Smart Traffic Monitoring System Using Computer Vision and Edge Computing. IEEE Transactions on Intelligent Transportation Systems,
Liu, Guanxiong, & Shi, Hang, & Kiani, Abbas, & Khreishah, Abdallah, & Lee, Joyoung, & Ansari, Nirwan, & Liu, Chengjun, & Yousef, Mustafa Mohammad (2022). Smart Traffic Monitoring System Using Computer Vision and Edge Computing. IEEE Transactions on Intelligent Transportation Systems, 23(8), 12027-12038.
Liu, Guanxiong, & Shi, Hang, & Kiani, Abbas, & Khreishah, Abdallah, & Lee, Joyoung, & Ansari, Nirwan, & Liu, Chengjun, & Yousef, Mustafa Mohammad (2021). Smart Traffic Monitoring System using Computer Vision and Edge Computing. IEEE Transactions on Intelligent Transportation Systems,
Liu, Guanxiong, & Shi, Hang, & Kiani, Abbas, & Khreishah, Abdallah, & Lee, Joyoung, & Ansari, Nirwan, & Liu, Chengjun, & Yousef, Mustafa Mohammad (2021). Smart traffic monitoring system using computer vision and edge computing. IEEE Transactions on Intelligent Transportation Systems, 23(8), 12027--12038.
Liu, Guanxiong, & Shi, Hang, & Kiani, Abbas, & Khreishah, Abdallah, & Lee, Joyoung, & Ansari, Nirwan, & Liu, Chengjun, & Yousef, Mustafa Mohammad (2021). Smart Traffic Monitoring System Using Computer Vision and Edge Computing. IEEE Transactions on Intelligent Transportation Systems,
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Chapter
Ghahremannezhad, Hadi, & Liu, Chengjun, & Shi, Hang (2023). Intelligent Traffic Video Analytics, E. El-Alfy, G. Bebis, M. Zhou (Eds.), CRC Press. (pp. 44). CRC Press
Chen, S., & Liu, Chengjun (2017). A New Efficient SVM (eSVM) with Applications to Accurate and Efficient Eye Search in Images, C. Liu (Ed.), Springer. (pp. 115-144). Springer
Liu, Q., & Lavinia, Y., & Verma, A., & Lee, J., & Spasovic, L., & Liu, Chengjun (2017). Feature Representation and Extraction for Image Search and Video Retrieval, C. Liu (Ed.), Springer. (pp. 1-19). Springer
Liu, Q., & Liu, Chengjun (2017). Improved Soft Assignment Coding for Image Classification, C. Liu (Ed.), Springer. (pp. 45-63). Springer
Liu, Q., & Liu, Chengjun (2017). Inheritable Color Space (InCS) and Generalized InCS Framework with Applications to Kinship Verification, C. Liu (Ed.), Springer. (pp. 65-89). Springer
Chen, S., & Liu, Chengjun (2017). A New Efficient SVM (eSVM) with Applications to Accurate and Efficient Eye Search in Images, C. Liu (Ed.), Springer. (pp. 115-144). Springer
Liu, Q., & Lavinia, Y., & Verma, A., & Lee, J., & Spasovic, L., & Liu, Chengjun (2017). Feature Representation and Extraction for Image Search and Video Retrieval, C. Liu (Ed.), Springer. (pp. 1-19). Springer
Liu, Q., & Liu, Chengjun (2017). Improved Soft Assignment Coding for Image Classification, C. Liu (Ed.), Springer. (pp. 45-63). Springer
Liu, Q., & Liu, Chengjun (2017). Inheritable Color Space (InCS) and Generalized InCS Framework with Applications to Kinship Verification, C. Liu (Ed.), Springer. (pp. 65-89). Springer
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Book
Liu, Chengjun (2017). Recent Advances in Intelligent Image Search and Video Retrieval. Springer