background

Projects





Innovative Color Models & Color Feature Extraction Methods


    Book

  1. C. Liu and V. Mago, Eds., Cross Disciplinary Biometric Systems, Springer, 2012.

    Book Chapters

  1. J. Yang, C. Liu, and J. Yang, "Improving the Performance of Color Spaces for Face Recognition by Color Space Normalization and Rotation", in Biometrics: Methods, Applications and Analyses, H. Schuster and W. Metzger, Eds., Nova Science Publishers, New York, USA, pp. 109-129, 2010.
  2. J. Yang, C. Liu, and J. Yang, "Discriminating Color Faces For Recognition", in Recent Advances in Face Recognition, K. Delac, M. Grgic and M.S. Bartlett, Eds., I-Tech Education and Publishing, pp. 207-222, 2008.
  3. C. Liu, "New Color Features for Pattern Recognition", in Cross Disciplinary Biometric Systems, C. Liu and V. Mago, Eds., Springer, pp. 15-34, 2012.
  4. Z. Liu and C. Liu, "Frequency and Color Fusion for Face Verification", in Cross Disciplinary Biometric Systems, C. Liu and V. Mago, Eds., Springer, pp. 53-71, 2012.

    Journal Papers

  1. J. Yang, C. Liu, and L. Zhang, "Color Space Normalization: Enhancing the Discriminating Power of Color Spaces for Face Recognition", Pattern Recognition, vol. 43, no. 4, pp. 1454-1466, 2010.
  2. J. Yang, C. Liu, and J. Yang, "What Kind of Color Spaces Is Suitable for Color Face Recognition?", Neurocomputing,  vol. 73, pp. 2140-2146, 2010.
  3. C. Liu and J. Yang, "ICA Color Space for Pattern Recognition", IEEE Transactions on Neural Networks, vol. 20, no. 2, pp. 248-257, 2009.
  4. C. Liu, "Learning the Uncorrelated, Independent, and Discriminating Color Spaces for Face Recognition", IEEE Transactions on Information Forensics and Security, vol. 3, no. 2, pp. 213-222, 2008.
  5. J. Yang and C. Liu, "Color Image Discriminant Models and Algorithms for Face Recognition", IEEE Transactions on Neural Networks, vol. 19, no. 12, pp. 2088-2098, 2008.
  6. P. Shih and C. Liu, "Comparative Assessment of Content-Based Face Image Retrieval in Different Color Spaces", International Journal of Pattern Recognition and Artificial Intelligence, vol. 19, no. 7, pp. 873-893, 2005.
  7. C. Liu, "Discriminant Analysis and Similarity Measure", Pattern Recognition, vol. 47, no. 1, pp. 359-367, 2014.
  8. A. Sinha, S. Banerji, and C. Liu, "New Color GPHOG Descriptors for Object and Scene Image Classification", Machine Vision and Applications, vol. 25, no. 2, pp. 361-375, 2014.
  9. C. Liu, "Effective Use of Color Information for Large Scale Face Verification", Neurocomputing, vol. 101, pp. 43-51, 2013.
  10. S. Banerji, A. Sinha, and C. Liu, "New Image Descriptors Based on Color, Texture, Shape, and Wavelets for Object and Scene Image Classification", Neurocomputing, vol. 117, pp. 173-185, 2013.
  11. C. Liu, "Extracting Discriminative Color Features for Face Recognition", Pattern Recognition Letters, vol. 32, no. 14, pp. 1796-1804, 2011.
  12. Z. Liu and C. Liu, "Fusion of Color, Local Spatial and Global Frequency Information for Face Recognition", Pattern Recognition, vol. 43, no. 8, pp. 2882-2890, 2010.
  13. Z. Liu and C. Liu, "A Hybrid Color and Frequency Features Method for Face Recognition", IEEE Transactions on Image Processing, vol. 17, no. 10, pp. 1975-1980, 2008.
  14. Z. Liu and C. Liu, "Fusion of the Complementary Discrete Cosine Features in the YIQ Color Space for Face Recognition", Computer Vision and Image Understanding, vol. 111, no. 3, pp. 249-262, 2008.

    Conference Papers

  1. S. Chen and C. Liu, "Fast Eye Detection Using Different Color Spaces", IEEE International Conference on Systems, Man, and Cybernetics, October 9-12, Anchorage, Alaska, USA, pp. 521-526, 2011.
  2. J. Yang and C. Liu, "A Discriminant Color Space Method for Face Representation and Verification on a Large-scale Database", the 19th International Conference on Pattern Recognition, December 8-11, Tampa, Florida, USA, pp. 1-4, 2008.
  3. J. Yang and C. Liu, "A General Discriminant Model for Color face Recognition", the Eleventh IEEE International Conference on Computer Vision (ICCV), October 14-20, Rio de Janeiro, Brazil, pp. 1-6, 2007.
  4. A. Sinha, S. Banerji, and C. Liu, "Gabor-Based Novel Local, Shape and Color Features for Image Classification", the 19th International Conference on Neural Information Processing, November 12-15, Doha, Qatar, 2012.
  5. S. Banerji, A. Sinha, and C. Liu, "Novel Color HWML Descriptors for Scene and Object Image Classification", the 3rd International Conference on Image Processing Theory, Tools & Applications, October 15-18, Istanbul, Turkey, 2012.
  6. A. Sinha, S. Banerji, and C. Liu, "Gabor-Based Novel Color Descriptors for Object and Scene Image Classification", 16th International Conference on Image Processing, Computer Vision, and Pattern Recognition, July 16-19, Las Vegas, Nevada, USA, 2012.
  7. S. Banerji, A. Sinha, and C. Liu, "Object and Scene Image Classification Using Unconventional Color Descriptors", 16th International Conference on Image Processing, Computer Vision, and Pattern Recognition, July 16-19, Las Vegas, Nevada, USA, 2012.
  8. S. Chen and C. Liu, "Eye Detection Using Color Information and a New Efficient SVM", Fourth IEEE International Conference on Biometrics Theory, Applications and Systems, Sept. 27-29, Washington DC, USA, pp. 1-6, 2010.
  9. Z. Liu and C. Liu, "Fusing Frequency, Spatial and Color Features for Face Recognition", IEEE Second International Conference on Biometrics: Theory, Applications and Systems, Sept 29 - Oct 1, Arlington, Virginia, USA, pp. 1-6, 2008.
  10. P. Shih and C. Liu, "Evolving Effective Color Features for Improving FRGC Baseline Performance", IEEE Workshop on Face Recognition Grand Challenge Experiments, June 21, San Diego, CA, 2005.


© 2014 FRVP. All Rights Reserved.
Developed by Ajit Puthenputhussery & Qingfeng Liu.