Chengjun Liu

  • Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
19962020

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  • 2020

    A New Adaptive Bidirectional Region-of-Interest Detection Method for Intelligent Traffic Video Analysis

    Ghahremannezhad, H., Shi, H. & Liu, C., Dec 2020, Proceedings - 2020 IEEE 3rd International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2020. Institute of Electrical and Electronics Engineers Inc., p. 17-24 8 p. 9355458. (Proceedings - 2020 IEEE 3rd International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A statistical modeling method for road recognition in traffic video analytics

    Shi, H., Ghahremannezhadand, H. & Liu, C., Sep 23 2020, 11th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 97-102 6 p. 9237905. (11th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2019

    Moving cast shadow detection in video based on new chromatic criteria and statistical modeling

    Shi, H. & Liu, C., Dec 2019, Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019. Wani, M. A., Khoshgoftaar, T. M., Wang, D., Wang, H. & Seliya, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 196-201 6 p. 8999031. (Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2018

    A New Foreground Segmentation Method for Video Analysis in Different Color Spaces

    Shi, H. & Liu, C., Nov 26 2018, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 2899-2904 6 p. 8545500. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • A New Global Foreground Modeling and Local Background Modeling Method for Video Analysis

    Shi, H. & Liu, C., Jan 1 2018, Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, Proceedings. Perner, P. (ed.). Springer Verlag, p. 49-63 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10934 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • A two-tier edge computing based model for advanced traffic detection

    Kiani, A., Liu, G., Shi, H., Khreishah, A., Ansari, N., Lee, J. Y. & Liu, C., Nov 30 2018, 2018 5th International Conference on Internet of Things: Systems, Management and Security, IoTSMS 2018. Institute of Electrical and Electronics Engineers Inc., p. 208-215 8 p. 8554663. (2018 5th International Conference on Internet of Things: Systems, Management and Security, IoTSMS 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Generative and discriminative sparse coding for image classification applications

    Puthenputhussery, A., Liu, Q., Liu, H. & Liu, C., May 3 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. Institute of Electrical and Electronics Engineers Inc., p. 1824-1832 9 p. (Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Multiple Anthropological Fisher Kernel Framework and Its Application to Kinship Verification

    Puthenputhussery, A., Liu, Q. & Liu, C., May 3 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. Institute of Electrical and Electronics Engineers Inc., p. 57-65 9 p. 8354117. (Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2016

    A novel inheritable color space with application to kinship verification

    Liu, Q., Puthenputhussery, A. & Liu, C., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477667. (2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Scopus citations
  • Color multi-fusion fisher vector feature for fine art painting categorization and influence analysis

    Puthenputhussery, A., Liu, Q. & Liu, C., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477619. (2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    17 Scopus citations
  • SIFT flow based genetic fisher vector feature for kinship verification

    Puthenputhussery, A., Liu, Q. & Liu, C., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, p. 2921-2925 5 p. 7532894. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    14 Scopus citations
  • Sparse representation based complete kernel marginal fisher analysis framework for computational art painting categorization

    Puthenputhussery, A., Liu, Q. & Liu, C., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Springer Verlag, p. 612-627 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9912 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • 2015

    A novel locally linear KNN model for visual recognition

    Liu, Q. & Liu, C., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 1329-1337 9 p. 7298738. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    25 Scopus citations
  • Inheritable Fisher vector feature for kinship verification

    Liu, Q., Puthenputhussery, A. & Liu, C., Dec 16 2015, 2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems, BTAS 2015. Institute of Electrical and Electronics Engineers Inc., 7358768

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    26 Scopus citations
  • Learning the discriminative dictionary for sparse representation by a general fisher regularized model

    Liu, Q., Puthenputhussery, A. & Liu, C., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, Vol. 2015-December. p. 4347-4351 5 p. 7351627

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Novel general KNN classifier and general nearest mean classifier for visual classification

    Liu, Q., Puthenputhussery, A. & Liu, C., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, p. 1810-1814 5 p. 7351113. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • 2014

    A new locally linear KNN method with an improved marginal Fisher analysis for image classification

    Liu, Q. & Liu, C., Dec 23 2014, IJCB 2014 - 2014 IEEE/IAPR International Joint Conference on Biometrics. Institute of Electrical and Electronics Engineers Inc., 6996288. (IJCB 2014 - 2014 IEEE/IAPR International Joint Conference on Biometrics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Scene image classification using a wigner-based Local Binary Patterns descriptor

    Sinha, A., Banerji, S. & Liu, C., Sep 3 2014, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., p. 1614-1621 8 p. 6889660. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • 2013

    A new bag of words LBP (BoWL) descriptor for scene image classification

    Banerji, S., Sinha, A. & Liu, C., Sep 26 2013, Computer Analysis of Images and Patterns - 15th International Conference, CAIP 2013, Proceedings. PART 1 ed. p. 490-497 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8047 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    19 Scopus citations
  • HaarHOG: Improving the HOG descriptor for image classification

    Banerji, S., Sinha, A. & Liu, C., Dec 1 2013, Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. p. 4276-4281 6 p. 6722482. (Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • 2012

    A new Feature Local Binary Patterns (FLBP) method

    Gu, J. & Liu, C., Dec 1 2012, Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012. p. 1124-1130 7 p. (Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Gabor-based novel color descriptors for object and scene image classification

    Sinha, A., Banerji, S. & Liu, C., 2012, Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012. p. 1142-1148 7 p. (Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Gabor-based novel local, shape and color features for image classification

    Sinha, A., Banerji, S. & Liu, C., Nov 19 2012, Neural Information Processing - 19th International Conference, ICONIP 2012, Proceedings. PART 3 ed. p. 299-306 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7665 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Local Quaternary Patterns and Feature Local Quaternary Patterns

    Gu, J. & Liu, C., Dec 1 2012, Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012. p. 1100-1106 7 p. (Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Novel color, shape and texture-based scene image descriptors

    Banerji, S., Sinha, A. & Liu, C., Dec 31 2012, Proceedings - 2012 IEEE 8th International Conference on Intelligent Computer Communication and Processing, ICCP 2012. p. 245-248 4 p. 6356193. (Proceedings - 2012 IEEE 8th International Conference on Intelligent Computer Communication and Processing, ICCP 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Novel color Gabor-LBP-PHOG (GLP) descriptors for object and scene image classification

    Sinha, A., Banerji, S. & Liu, C., 2012, Proceedings - 8th Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2012. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Novel color HWML descriptors for scene and object image classification

    Banerji, S., Sinha, A. & Liu, C., 2012, 2012 3rd International Conference on Image Processing Theory, Tools and Applications, IPTA 2012. p. 330-335 6 p. 6469564. (2012 3rd International Conference on Image Processing Theory, Tools and Applications, IPTA 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Novel gabor-PHOG features for object and scene image classification

    Sinha, A., Banerji, S. & Liu, C., 2012, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR and SPR 2012, Proceedings. p. 584-592 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7626 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Object and scene image classification using unconventional color descriptors

    Banerji, S., Sinha, A. & Liu, C., 2012, Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012. p. 695-701 7 p. (Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Scene image classification: Some novel descriptors

    Banerji, S., Sinha, A. & Liu, C., 2012, Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012. p. 2294-2299 6 p. 6378083. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • 2011

    A new efficient SVM and its application to real-time accurate eye localization

    Chen, S. & Liu, C., Oct 24 2011, 2011 International Joint Conference on Neural Networks, IJCNN 2011 - Final Program. p. 2520-2527 8 p. 6033547. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Discriminant analysis of haar features for accurate eye detection

    Chen, S. & Liu, C., 2011, Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011. p. 917-923 7 p. (Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Fast eye detection using different color spaces

    Chen, S. & Liu, C., Dec 23 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011 - Conference Digest. p. 521-526 6 p. 6083736. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Novel color LBP descriptors for scene and image texture classification

    Banerji, S., Verma, A. & Liu, C., 2011, Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011. p. 537-543 7 p. (Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    42 Scopus citations
  • Novel EFM-KNN classifier and a new color descriptor for image classification

    Verma, A. & Liu, C., 2011, WOCC 2011 - 20th Annual Wireless and Optical Communications Conference. 5872302. (WOCC 2011 - 20th Annual Wireless and Optical Communications Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Precise eye detection using discriminating HOG features

    Chen, S. & Liu, C., 2011, Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, Proceedings. PART 1 ed. p. 443-450 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6854 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2010

    Eye detection using color information and a new efficient SVM

    Chen, S. & Liu, C., Dec 27 2010, IEEE 4th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2010. 5634520

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • 2009

    Learning-based image representation and method for face recognition

    Liu, Z., Liu, C. & Tao, Q., Dec 16 2009, IEEE 3rd International Conference on Biometrics: Theory, Applications and Systems, BTAS 2009. 5339012. (IEEE 3rd International Conference on Biometrics: Theory, Applications and Systems, BTAS 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Robust face recognition using color information

    Liu, Z. & Liu, C., Sep 14 2009, Advances in Biometrics - Third International Conference, ICB 2009, Proceedings. p. 122-131 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5558 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    27 Scopus citations
  • 2008

    A discriminant color space method for face representation and verification on a large-scale database

    Yang, J. & Liu, C., Jan 1 2008, 2008 19th International Conference on Pattern Recognition, ICPR 2008. Institute of Electrical and Electronics Engineers Inc., 4761853. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    19 Scopus citations
  • Fusing frequency, spatial and color features for face recognition

    Liu, Z. & Liu, C., 2008, BTAS 2008 - IEEE 2nd International Conference on Biometrics: Theory, Applications and Systems. 4699337. (BTAS 2008 - IEEE 2nd International Conference on Biometrics: Theory, Applications and Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • 2007

    Horizontal and vertical 2DPCA based discriminant analysis for face verification using the FRGC version 2 database

    Yang, J. & Liu, C., 2007, Advances in Biometrics - International Conference, ICB 2007, Proceedings. Springer Verlag, p. 838-847 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4642 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    4 Scopus citations
  • 2006

    Improving the face recognition grand challenge baseline performance using color configurations across color spaces

    Shih, P. & Liu, C., 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 1001-1004 4 p. 4106701. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    68 Scopus citations
  • 2005

    Extracting efficient color features for face recognition using evolutionary computation

    Shih, P. & Liu, C., Dec 1 2005, Proceedings - Sixth International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2005. p. 285-290 6 p. 1540738

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Face detection using distribution-based distance and support vector machine

    Shih, P. & Liu, C., Dec 1 2005, Proceedings - Sixth International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2005. p. 327-332 6 p. 1540745. (Proceedings - Sixth International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • 2004

    Face detection using discriminating feature analysis and support vector machine in video

    Shih, P. & Liu, C., Dec 17 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 407-410 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    15 Scopus citations
  • 2001

    Comparative performance evaluation of gray-scale and color information for face recognition tasks

    Gutta, S., Huang, J., Liu, C. & Wechsler, H., 2001, Audio- and Video-Based Biometric Person Authentication - Third International Conference, AVBPA 2001, Proceedings. Springer Verlag, p. 38-43 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2091 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Face recognition using independent gabor wavelet features

    Liu, C. & Wechsler, H., 2001, Audio- and Video-Based Biometric Person Authentication - Third International Conference, AVBPA 2001, Proceedings. Springer Verlag, p. 20-25 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2091 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • 1998

    Evolution of optimal projection axes (OPA) for face recognition

    Liu, C. & Wechsler, H., 1998, Proceedings - 3rd IEEE International Conference on Automatic Face and Gesture Recognition, FG 1998. IEEE Computer Society, p. 282-287 6 p. 670962. (Proceedings - 3rd IEEE International Conference on Automatic Face and Gesture Recognition, FG 1998).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Face recognition using evolutionary pursuit

    Liu, C. & Wechsler, H., 1998, Computer Vision - ECCV 1998 - 5th European Conference on Computer Vision, Proceedings. Neumann, B. & Burkhardt, H. (eds.). Springer Verlag, p. 596-612 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1407).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations