Chengjun Liu

According to our database1, Chengjun Liu authored at least 116 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2023
Object Detection in Traffic Videos: A Survey.
IEEE Trans. Intell. Transp. Syst., 2023

Research on Cyber Attacks and Defensive Measures of Power Communication Network.
IEEE Internet Things J., 2023

Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management.
Proceedings of the NOMS 2023, 2023

2022
Smart Traffic Monitoring System Using Computer Vision and Edge Computing.
IEEE Trans. Intell. Transp. Syst., 2022

Ammunition Component Classification Using Deep Learning.
CoRR, 2022

Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Unsupervised Anomaly Detection in Traffic Surveillance Based on Global Foreground Modeling.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Real-Time Hysteresis Foreground Detection in Video Captured by Moving Cameras.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Illumination-Aware Image Segmentation for Real-Time Moving Cast Shadow Suppression.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Real-Time Accident Detection in Traffic Surveillance Using Deep Learning.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

MPC: Minimum Property-Cut RDF Graph Partitioning.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
BAGUA: Scaling up Distributed Learning with System Relaxations.
Proc. VLDB Endow., 2021

Smart Traffic Monitoring System using Computer Vision and Edge Computing.
CoRR, 2021

Analysis of Factors Influencing Peak Torques and Peak Losses of Rotary Voice Coil Actuators Used in Aerospace.
IEEE Access, 2021

A New Online Approach for Moving Cast Shadow Suppression in Traffic Videos.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

An Innovative Video Quality Assessment Method and An Impairment Video Dataset.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Anomalous Driving Detection for Traffic Surveillance Video Analysis.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

2020
A new cast shadow detection method for traffic surveillance video analysis using color and statistical modeling.
Image Vis. Comput., 2020

Automatic Road Detection in Traffic Videos.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Robust Road Region Extraction in Video Under Various Illumination and Weather Conditions.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020

A Statistical Modeling Method for Road Recognition in Traffic Video Analytics.
Proceedings of the 11th IEEE International Conference on Cognitive Infocommunications, 2020

A New Adaptive Bidirectional Region-of-Interest Detection Method for Intelligent Traffic Video Analysis.
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2020

2019
An Unsupervised Statistical Moving Shadow Detection Method for Video Analysis.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Vehicle Classication in Video Using Deep Learning.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Moving Cast Shadow Detection in Video Based on New Chromatic Criteria and Statistical Modeling.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018
Generative and Discriminative Sparse Coding for Image Classification Applications.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Multiple Anthropological Fisher Kernel Framework and Its Application to Kinship Verification.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

A New Global Foreground Modeling and Local Background Modeling Method for Video Analysis.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

A Two-Tier Edge Computing Based Model for Advanced Traffic Detection.
Proceedings of the 2018 Fifth International Conference on Internet of Things: Systems, 2018

A New Foreground Segmentation Method for Video Analysis in Different Color Spaces.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
A Novel Locally Linear KNN Method With Applications to Visual Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2017

A Sparse Representation Model Using the Complete Marginal Fisher Analysis Framework and Its Applications to Visual Recognition.
IEEE Trans. Multim., 2017

2016
Color multi-fusion fisher vector feature for fine art painting categorization and influence analysis.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

A novel inheritable color space with application to kinship verification.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

SIFT flow based genetic fisher vector feature for kinship verification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Sparse Representation Based Complete Kernel Marginal Fisher Analysis Framework for Computational Art Painting Categorization.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Eye detection using discriminatory Haar features and a new efficient SVM.
Image Vis. Comput., 2015

Learning the discriminative dictionary for sparse representation by a general fisher regularized model.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Novel general KNN classifier and general nearest mean classifier for visual classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A novel locally linear KNN model for visual recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Inheritable Fisher vector feature for kinship verification.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

2014
Clustering-Based Discriminant Analysis for Eye Detection.
IEEE Trans. Image Process., 2014

Discriminant analysis and similarity measure.
Pattern Recognit., 2014

New color GPHOG descriptors for object and scene image classification.
Mach. Vis. Appl., 2014

A novel hierarchical interaction model and HITS map for action recognition in static images.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Scene image classification using a wigner-based Local Binary Patterns descriptor.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A new locally linear KNN method with an improved marginal Fisher analysis for image classification.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

2013
Effective use of color information for large scale face verification.
Neurocomputing, 2013

Feature local binary patterns with application to eye detection.
Neurocomputing, 2013

New image descriptors based on color, texture, shape, and wavelets for object and scene image classification.
Neurocomputing, 2013

HaarHOG: Improving the HOG Descriptor for Image Classification.
Proceedings of the IEEE International Conference on Systems, 2013

A parallel LTE Turbo decoder on GPU.
Proceedings of the 15th IEEE International Conference on Communication Technology, 2013

A New Bag of Words LBP (BoWL) Descriptor for Scene Image Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Wavelet Features for 3D Face Recognition.
Proceedings of the Cross Disciplinary Biometric Systems, 2012

Mixture of Classifiers for Face Recognition across Pose.
Proceedings of the Cross Disciplinary Biometric Systems, 2012

New Color Features for Pattern Recognition.
Proceedings of the Cross Disciplinary Biometric Systems, 2012

Feature Local Binary Patterns.
Proceedings of the Cross Disciplinary Biometric Systems, 2012

Various Discriminatory Features for Eye Detection.
Proceedings of the Cross Disciplinary Biometric Systems, 2012

LBP and Color Descriptors for Image Classification.
Proceedings of the Cross Disciplinary Biometric Systems, 2012

Frequency and Color Fusion for Face Verification.
Proceedings of the Cross Disciplinary Biometric Systems, 2012

Gabor-DCT Features with Application to Face Recognition.
Proceedings of the Cross Disciplinary Biometric Systems, 2012

Iris recognition based on robust iris segmentation and image enhancement.
Int. J. Biom., 2012

Novel Gabor-PHOG Features for Object and Scene Image Classification.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Scene image classification: Some novel descriptors.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Novel color HWML descriptors for scene and object image classification.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

Novel color Gabor-LBP-PHOG (GLP) descriptors for object and scene image classification.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

Gabor-Based Novel Local, Shape and Color Features for Image Classification.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011
Extracting discriminative color features for face recognition.
Pattern Recognit. Lett., 2011

New colour SIFT descriptors for image classification with applications to biometrics.
Int. J. Biom., 2011

An effective colour feature extraction method using evolutionary computation for face recognition.
Int. J. Biom., 2011

Novel EFM-KNN classifier and a new color descriptor for image classification.
Proceedings of the 20th Annual Wireless and Optical Communications Conference, 2011

Fast eye detection using different color spaces.
Proceedings of the IEEE International Conference on Systems, 2011

A new efficient SVM and its application to real-time accurate eye localization.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Precise Eye Detection Using Discriminating HOG Features.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Extracting Multiple Features in the CID Color Space for Face Recognition.
IEEE Trans. Image Process., 2010

Color space normalization: Enhancing the discriminating power of color spaces for face recognition.
Pattern Recognit., 2010

Fusion of color, local spatial and global frequency information for face recognition.
Pattern Recognit., 2010

What kind of color spaces is suitable for color face recognition?
Neurocomputing, 2010

Eye detection using color information and a new efficient SVM.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
ICA Color Space for Pattern Recognition.
IEEE Trans. Neural Networks, 2009

Robust Face Recognition Using Color Information.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

2008
Color Image Discriminant Models and Algorithms for Face Recognition.
IEEE Trans. Neural Networks, 2008

A Hybrid Color and Frequency Features Method for Face Recognition.
IEEE Trans. Image Process., 2008

Learning the Uncorrelated, Independent, and Discriminating Color Spaces for Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2008

Clarification of Assumptions in the Relationship between the Bayes Decision Rule and the Whitened Cosine Similarity Measure.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Fusion of the complementary Discrete Cosine Features in the YIQ color space for face recognition.
Comput. Vis. Image Underst., 2008

A discriminant color space method for face representation and verification on a large-scale database.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Horizontal and Vertical 2DPCA-Based Discriminant Analysis for Face Verification on a Large-Scale Database.
IEEE Trans. Inf. Forensics Secur., 2007

The Bayes Decision Rule Induced Similarity Measures.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

A General Discriminant Model for Color Face Recognition.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Horizontal and Vertical 2DPCA Based Discriminant Analysis for Face Verification Using the FRGC Version 2 Database.
Proceedings of the Advances in Biometrics, International Conference, 2007

2006
Face detection using discriminating feature analysis and Support Vector Machine.
Pattern Recognit., 2006

Capitalize on Dimensionality Increasing Techniques for Improving Face Recognition Grand Challenge Performance.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Improving the Face Recognition Grand Challenge Baseline Performance using Color Configurations Across Color Spaces.
Proceedings of the International Conference on Image Processing, 2006

2005
Comparative assessment of content-based face image retrieval in different color spaces.
Int. J. Pattern Recognit. Artif. Intell., 2005

Evolving Effective Color Features for Improving FRGC Baseline Performance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
Enhanced independent component analysis and its application to content based face image retrieval.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Gabor-Based Kernel PCA with Fractional Power Polynomial Models for Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Face Detection Using Discriminating Feature Analysis and Support Vector Machine in Video.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Independent component analysis of Gabor features for face recognition.
IEEE Trans. Neural Networks, 2003

A Bayesian Discriminating Features Method for Face Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

2002
Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition.
IEEE Trans. Image Process., 2002

2001
A shape- and texture-based enhanced Fisher classifier for face recognition.
IEEE Trans. Image Process., 2001

A Gabor Feature Classifier for Face Recognition.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Face Recognition Using Independent Gabor Wavelet Features.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

Comparative Performance Evaluation of Gray-Scale and Color Information for Face Recognition Tasks.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

2000
Robust coding schemes for indexing and retrieval from large face databases.
IEEE Trans. Image Process., 2000

Evolutionary Pursuit and Its Application to Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Learning the Face Space - Representation and Recognition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
An integrated shape and intensity coding scheme for face recognition.
Proceedings of the International Joint Conference Neural Networks, 1999

Face Recognition Using Shape and Texture.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Enhanced Fisher linear discriminant models for face recognition.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

A Unified Bayesian Framework for Face Recognition.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Evolution of Optimal Projection Axes (OPA) for Face Recognition.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Face Recognition Using Evolutionary Pursuit.
Proceedings of the Computer Vision, 1998

Probabilistic Reasoning Models for Face Recognition.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998


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