• 5253 Citations
  • 28 h-Index
19962020

Research output per year

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Research Output

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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).

New Jersey Institute of Technology

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

2 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).

New Jersey Institute of Technology

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

2 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).

New Jersey Institute of Technology

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

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).

New Jersey Institute of Technology

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

1 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).

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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

8 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

New Jersey Institute of Technology

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

11 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).

New Jersey Institute of Technology

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

10 Scopus citations

Sparse representation based complete kernel marginal fisher analysis framework for computational art painting categorization

Puthenputhussery, A., Liu, Q. & Liu, C., Jan 1 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Welling, M. & Sebe, N. (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).

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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

21 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

New Jersey Institute of Technology

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

24 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

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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

8 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).

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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

16 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).

New Jersey Institute of Technology

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

2 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).

New Jersey Institute of Technology

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., Dec 1 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).

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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., Dec 1 2012, Proceedings - 8th Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2012.

New Jersey Institute of Technology

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., Dec 1 2012, 2012 3rd International Conference on Image Processing Theory, Tools and Applications, IPTA 2012. p. 330-335 6 p. 6469564

New Jersey Institute of Technology

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., Nov 5 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).

New Jersey Institute of Technology

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

Object and scene image classification using unconventional color descriptors

Banerji, S., Sinha, A. & Liu, C., Dec 1 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).

New Jersey Institute of Technology

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

Scene image classification: Some novel descriptors

Banerji, S., Sinha, A. & Liu, C., Dec 1 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).

New Jersey Institute of Technology

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

5 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).

New Jersey Institute of Technology

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., Dec 1 2011, Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011. Vol. 2. p. 917-923 7 p.

New Jersey Institute of Technology

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

5 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).

New Jersey Institute of Technology

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., Dec 1 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).

New Jersey Institute of Technology

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

39 Scopus citations

Novel EFM-KNN classifier and a new color descriptor for image classification

Verma, A. & Liu, C., Jul 7 2011, WOCC 2011 - 20th Annual Wireless and Optical Communications Conference. 5872302. (WOCC 2011 - 20th Annual Wireless and Optical Communications Conference).

New Jersey Institute of Technology

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

6 Scopus citations

Precise eye detection using discriminating HOG features

Chen, S. & Liu, C., Sep 20 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).

New Jersey Institute of Technology

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

New Jersey Institute of Technology

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

9 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).

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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

26 Scopus citations
2008

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

Yang, J. & Liu, C., Dec 1 2008, 2008 19th International Conference on Pattern Recognition, ICPR 2008. 4761853. (Proceedings - International Conference on Pattern Recognition).

New Jersey Institute of Technology

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

17 Scopus citations

Fusing frequency, spatial and color features for face recognition

Liu, Z. & Liu, C., Dec 1 2008, BTAS 2008 - IEEE 2nd International Conference on Biometrics: Theory, Applications and Systems. 4699337

New Jersey Institute of Technology

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., Dec 1 2007, Advances in Biometrics - International Conference, ICB 2007, Proceedings. 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).

New Jersey Institute of Technology

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

4 Scopus citations
2006

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

Shih, P. & Liu, C., Dec 1 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 1001-1004 4 p. 4106701. (Proceedings - International Conference on Image Processing, ICIP).

New Jersey Institute of Technology

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

66 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

New Jersey Institute of Technology

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).

New Jersey Institute of Technology

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

5 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).

New Jersey Institute of Technology

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

14 Scopus citations
2001

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

Gutta, S., Huang, J., Liu, C. & Wechsler, H., Dec 1 2001, Audio- and Video-Based Biometric Person Authentication - Third International Conference, AVBPA 2001, Proceedings. 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., Dec 1 2001, Audio- and Video-Based Biometric Person Authentication - Third International Conference, AVBPA 2001, Proceedings. 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).

New Jersey Institute of Technology

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., Jan 1 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., Jan 1 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