• 5253 Citations
  • 28 h-Index
19962020

Research output per year

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Research Output

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
2017

A new efficient SVM (eSVM) with applications to accurate and efficient eye search in images

Chen, S. & Liu, C., Jan 1 2017, Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, p. 115-144 30 p. (Intelligent Systems Reference Library; vol. 121).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

A Novel Locally Linear KNN Method with Applications to Visual Recognition

Liu, Q. & Liu, C., Sep 2017, In : IEEE Transactions on Neural Networks and Learning Systems. 28, 9, p. 2010-2021 12 p., 7486998.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

21 Scopus citations

A Sparse Representation Model Using the Complete Marginal Fisher Analysis Framework and Its Applications to Visual Recognition

Puthenputhussery, A., Liu, Q. & Liu, C., Aug 2017, In : IEEE Transactions on Multimedia. 19, 8, p. 1757-1770 14 p., 7883923.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

8 Scopus citations

Feature representation and extraction for image search and video retrieval

Liu, Q., Lavinia, Y., Verma, A., Lee, J., Spasovic, L. & Liu, C., Jan 1 2017, Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, p. 1-19 19 p. (Intelligent Systems Reference Library; vol. 121).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

Improved soft assignment coding for image classification

Liu, Q. & Liu, C., Jan 1 2017, Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, p. 45-63 19 p. (Intelligent Systems Reference Library; vol. 121).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

Inheritable color space (InCS) and generalized InCS framework with applications to kinship verification

Liu, Q. & Liu, C., Jan 1 2017, Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, p. 65-89 25 p. (Intelligent Systems Reference Library; vol. 121).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning and recognition methods for image search and video retrieval

Puthenputhussery, A., Chen, S., Lee, J., Spasovic, L. & Liu, C., Jan 1 2017, Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, p. 21-43 23 p. (Intelligent Systems Reference Library; vol. 121).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Novel sparse kernel manifold learner for image classification applications

Puthenputhussery, A. & Liu, C., Jan 1 2017, Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, p. 91-114 24 p. (Intelligent Systems Reference Library; vol. 121).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

SIFT features in multiple color spaces for improved image classification

Verma, A. & Liu, C., Jan 1 2017, Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, p. 145-166 22 p. (Intelligent Systems Reference Library; vol. 121).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

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

Eye detection using discriminatory Haar features and a new efficient SVM

Chen, S. & Liu, C., Jan 1 2015, In : Image and Vision Computing. 33, p. 68-77 10 p.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

41 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

Clustering-based discriminant analysis for eye detection

Chen, S. & Liu, C., Jan 1 2014, In : IEEE Transactions on Image Processing. 23, 4, p. 1629-1638 10 p., 6680739.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

19 Scopus citations

Discriminant analysis and similarity measure

Liu, C., Jan 1 2014, In : Pattern Recognition. 47, 1, p. 359-367 9 p.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

31 Scopus citations

New color GPHOG descriptors for object and scene image classification

Sinha, A., Banerji, S. & Liu, C., Feb 1 2014, In : Machine Vision and Applications. 25, 2, p. 361-375 15 p.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

16 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

Effective use of color information for large scale face verification

Liu, C., Feb 4 2013, In : Neurocomputing. 101, p. 43-51 9 p.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

17 Scopus citations

Feature local binary patterns with application to eye detection

Gu, J. & Liu, C., Aug 3 2013, In : Neurocomputing. 113, p. 138-152 15 p.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

12 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

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

Banerji, S., Sinha, A. & Liu, C., Oct 6 2013, In : Neurocomputing. 117, p. 173-185 13 p.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

52 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

Cross disciplinary biometric systems

Liu, C. & Mago, V. K., Dec 1 2012, Cross Disciplinary Biometric Systems. Liu, C. & Mago, V. K. (eds.). (Intelligent Systems Reference Library; vol. 37).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

Feature Local Binary Patterns

Gu, J. & Liu, C., Dec 1 2012, Cross Disciplinary Biometric Systems. Liu, C. & Mago, V. K. (eds.). p. 1-13 13 p. (Intelligent Systems Reference Library; vol. 37).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

Frequency and Color Fusion for Face Verification

Liu, Z. & Liu, C., Dec 1 2012, Cross Disciplinary Biometric Systems. Liu, C. & Mago, V. K. (eds.). p. 53-71 19 p. (Intelligent Systems Reference Library; vol. 37).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

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

Gabor-DCT Features with Application to Face Recognition

Liu, Z. & Liu, C., Dec 1 2012, Cross Disciplinary Biometric Systems. Liu, C. & Mago, V. K. (eds.). p. 35-51 17 p. (Intelligent Systems Reference Library; vol. 37).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

Iris recognition based on robust iris segmentation and image enhancement

Verma, A., Liu, C. & Jia, J., Feb 27 2012, In : International Journal of Biometrics. 4, 1, p. 56-76 21 p.

New Jersey Institute of Technology

Research output: Contribution to journalArticle

6 Scopus citations

LBP and Color Descriptors for Image Classification

Banerji, S., Verma, A. & Liu, C., Dec 1 2012, Cross Disciplinary Biometric Systems. Liu, C. & Mago, V. K. (eds.). p. 205-225 21 p. (Intelligent Systems Reference Library; vol. 37).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

12 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

Local texture descriptors on biometric detection: New local quaternary pattern descriptors and case study on eye detection

Gu, J. & Liu, C., Nov 1 2012, Biometrics and Kansei Engineering. Springer New York, Vol. 9781461456087. p. 129-151 23 p.

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

Mixture of Classifiers for Face Recognition across Pose

Liu, C., Dec 1 2012, Cross Disciplinary Biometric Systems. p. 73-92 20 p. (Intelligent Systems Reference Library; vol. 37).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

New Color Features for Pattern Recognition

Liu, C., Dec 1 2012, Cross Disciplinary Biometric Systems. Liu, C. & Mago, V. K. (eds.). p. 15-34 20 p. (Intelligent Systems Reference Library; vol. 37).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingChapter

1 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