Email:
arijitbiswas87@gmail.com arijit@cs.umd.edu


Publications
Computer Vision and Machine Learning:
  • Active Subclustering; Arijit Biswas, David Jacobs; Computer Vision and Image Understanding (CVIU), 2014. PDF Project Page

  • Active Image Clustering with Pairwise Constraints from Humans; Arijit Biswas, David Jacobs; International Journal of Computer Vision (IJCV), 2014. PDF Project Page

  • Simultaneous Active Learning of Classifiers & Attributes via Relative Feedback; Arijit Biswas, Devi Parikh; IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. PDF Project Page

  • Demo on Relative Attributes for Enhanced Human-Machine Communication; Naman Agarwal, Arijit Biswas, Adriana Kovashka, Kristen Grauman, Devi Parikh; IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. Demo

  • Active Image Clustering: Seeking Constraints from Humans to Complement Algorithms; Arijit Biswas, David Jacobs; IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012. PDF Supplementary Material Project Page

  • Leafsnap: A Computer Vision System for Automatic Plant Species Identification; Neeraj Kumar, Peter N. Belhumeur, Arijit Biswas, David Jacobs, W. John Kress, Ida Lopez, João V. B. Soares; European Conference in Computer Vision (ECCV), 2012 (Oral Presentation, 3% acceptance rate). PDF Project Page

  • Large Scale Image Clustering with Active Pairwise Constraints; Arijit Biswas, David Jacobs; Combining Learning Strategies to Reduce Label Cost: Workshop in International Conference in Machine Learning (ICML), 2011. PDF Project Page

  • Odd Leaf Out: Improving visual recognition with games; Derek Hansen, David Jacobs, Darcy Lewis, Arijit Biswas, Jennifer Preece, Dana Rotman, Eric Stevens; Third IEEE International Conference on Social Computing (Socialcomm), 2011. PDF Project Page

  • Automatic Circle Detection on Digital Images with an Adaptive Bacterial Foraging Algorithm; Sambarta Dasgupta, Swagatam Das, Arijit Biswas, Ajith Abraham; Soft Computing-A Fusion of Foundations, Methodologies and Applications, Springer, 2010. Publisher Link

  • Automatic Circle Detection on Images with Annealed Differential Evolution; Swagatam Das, Sambarta Dasgupta, Arijit Biswas, Ajith Abraham; Hybrid Intelligent Systems (HIS), IEEE press, 2008. Publisher Link

  • Design, Simulation and Testing of an Optimized Fuzzy Neural Network for Early Criticality Diagnosis; Shubhajit Roy Chowdhury, Arijit Biswas, Rini Chowdhury; International Conference on Emerging Trends in Engineering and Technology (ICETET), IEEE Press, 2008. Publisher Link

Bio-inspired Optimization:
  • Stability Analysis of the Reproduction Operator in Bacterial Foraging Optimization; Arijit Biswas, Swagatam Das, Ajith Abraham, Sambarta Dasgupta; Theoretical Computer Science, Elsevier Press, 2010. Publisher Link

  • Analysis of the Reproduction Operator in an Artificial Bacterial Foraging System; Arijit Biswas, Swagatam Das, Ajith Abraham, Sambarta Dasgupta; Applied Mathematics and Computation, Elsevier Press, 2010. Publisher Link

  • Adaptive Computational Chemotaxis in Bacterial Foraging Optimization: an Analysis; Sambarta Dasgupta, Swagatam Das, Ajith Abraham, Arijit Biswas; IEEE Transactions on Evolutionary Computation, 2009. Publisher Link

  • Fractional Order PID Controllers with an Improved Differential Evolution; Arijit Biswas, Swagatam Das, Ajith Abraham, Sambarta Dasgupta; Engineering Applications of Artificial Intelligence, Elsevier Press, 2008. Publisher Link

  • The Bacterial Foraging Optimization Algorithm, Analysis, and Applications; Swagatam Das, Arijit Biswas, Sambarta Dasgupta, Ajith Abraham; Studies in Computational Intelligence, Springer Verlag,  Germany, 2008 (Book Chapter). Publisher Link

  • Synergy of PSO and bacterial foraging optimization - a comparative study on numerical benchmarks; Arijit Biswas, Sambarta Dasgupta, Swagatam Das, Ajith Abraham; Innovations in Hybrid Intelligent Systems, Springer Verlag, Germany, 2007. Publisher Link

  • A Synergy of Differential Evolution and Bacterial Foraging Algorithm for Global Optimization; Arijit Biswas, Sambarta Dasgupta, Swagatam Das, Ajith Abraham; Neural Network World, Volume 17, No. 6, 2007. Publisher Link