Journal Publications and Submissions

  1. Ritendra Datta, Dhiraj Joshi, Jia Li, and J. Z. Wang, ``Image Retrieval: Ideas, Influences, and Trends of the New Age,'' ACM Computing Surveys, 2007, accepted.
  2. Dhiraj Joshi, Jia Li and James Z. Wang, ``A Computationally Efficient Approach to the Estimation of Two- and Three-dimensional Hidden Markov Models,'' IEEE Transactions on Image Processing, vol. 15, no. 7, pp. 1871-1886, 2006.
  3. Dhiraj Joshi, James Z. Wang and Jia Li, `` The Story Picturing Engine - A System for Automatic Text Illustration,'' ACM Transactions on Multimedia Computing, Communications and Applications, special issue on Multimedia Information Retrieval, vol. 2, no. 1, pp. 68-89, 2006.
  4. Kalyanmoy Deb, Ashish Anand, and Dhiraj Joshi, ``A Computationally Efficient Evolutionary Algorithm for Real-Parameter Optimization,'' Evolutionary Computation Journal (MIT Press), Volume 10, Issue 4, pp. 371-395, 2002.


Conference and Workshop Publications and Submissions

  1. Ritendra Datta, Dhiraj Joshi, Jia Li, and James Z. Wang, ``Tagging over Time: Real-world Image Annotation by Lightweight Meta-learning,'' ACM Multimedia, 2007, accepted.
  2. Dhiraj Joshi, Milind Naphade, and Apostol Natsev, ``Semantics Reinforcement and Fusion Learning for Multimedia Streams,'' ACM Int. Conference on Image and Video Retrieval, 2007, accepted.
  3. Dhiraj Joshi, Milind Naphade, and Apostol Natsev, ``A Greedy Performance Driven Algorithm for Decision Fusion Learning,'' IEEE Int. Conference on Image Processing, 2007, accepted.
  4. Dhiraj Joshi and Daniel Gatica Perez, ``Discovering Groups of People in Google News,'' Proc. 1st Int. Workshop on Human Centered Multimedia, in conjunction with ACM Multimedia, 2006.
  5. Dhiraj Joshi, Jia Li, and James Z. Wang, ``A Stochastic Approach to 3-D Image Modeling,'' IEEE/NLM Life Science Systems & Applications Workshop, 2006.
  6. Dhiraj Joshi, Ritendra Datta, Ziming Zhuang, WP Weiss, Marc Friedenberg, Jia Li, James Z. Wang, ``PARAgrab: A Comprehensive Architecture for Web Image Management and Multimodal Querying,'' VLDB 2006, demo paper.
  7. Ritendra Datta, Dhiraj Joshi, Jia Li, and James Z. Wang, ``Studying Aesthetics in Photographic Images Using a Computational Approach,''Lecture Notes in Computer Science, vol. 3953,Proc. European Conference on Computer Vision, Part III, pp. 288-301, Graz, Austria, May 2006.
  8. Dhiraj Joshi, Jia Li and James Z. Wang, `` Parameter Estimation of Multi-dimensional Hidden Markov models - A Scalable Approach, IEEE Int. Conf. on Image Processing (ICIP 2005), Genova, Italy, 2005.
  9. Dhiraj Joshi, James Z. Wang and Jia Li, ``The Story Picturing Engine: Finding Elite Images to Illustrate a Story Using Mutual Reinforcement,'' Proc. 6th Int. Workshop on Multimedia Inf. Retrieval, in conjunction with ACM Multimedia, pp. 119-126, New York, NY, October 2004.
  10. Jia Li, Dhiraj Joshi and James Z. Wang, ``Stochastic Modeling of Volume Images with a 3-D Hidden Markov Model,'' Proc. IEEE Int. Conf. on Image Processing (ICIP), Singapore, October 2004.
  11. Kalyanmoy Deb, Dhiraj Joshi and Ashish Anand, ``Real Coded Evolutionary Algorithms with Parent Centric Recombination, Proc. IEEE Congress on Evolutionary Computation 2002 (CEC), Hawaii, May 2002.