- Computer Vision, Machine Learning, Action recognition, zero-shot learning, parts based object recognition, target recognition
|2017||2017||Visiting researcher||Ghent University, Belgium|
|May, 2017||June, 2017||Visiting researcher||Postech, South Korea|
|March,2016||Oct,2016||Post-doctoral Fellow||Istituto Italiano di Tecnologia Genoa, Italy|
|Jan, 2015||Dec, 2015||Post-doctoral Fellow||University of Caen, France|
|Sept, 2013||Dec, 2013||Research Associate||University of Trento, Italy|
|June, 2012||Aug, 2012||Research Associate||Telecom ParisTech, France|
|July,2007||June,2008||Research Associate||Indian Statistical Institute|
|Early Career Research Award||Science & Engineering Board, DST, Govt. of India||2017|
|Excellence in PhD thesis||Indian Institute of Technology Mumbai||2015|
|Inria best poster award in Geomatrix-2012||Indian Institute of Technology Mumbai||2012|
|PhD||Computer Vision||Indian Institute of Technology Mumbai||2015|
|M.E.||Computer Science||Jadavpur University||2010|
|B,Tech||Computer Science||West Bengal University of Technology||2008|
|2017||Current||Departmental Academic Program Committee member||IIT Roorkee|
- IEEE, Member
- IEEE Signal Processing Society, Member
|Title||Course Code||Class Name||Semester|
|Machine Learning||CSN-372||CS and ECE UG 3rd year||Spring|
|Data Structure||CSN 102||CS UG 1st year||Spring|
|Computer Vision||CSN-471||CS and ECE UG 4th year and PG 1st year||Autumn|
|Compiler Design||CSN-352||CS UG 3rd Year||Spring|
|Topic||Scholar Name||Status of PHD||Registration Year|
|Event Minng from digital mediums||Swati Gupta||O|
|Couse Name||Sponsored By||Date|
|Regularization techniques in machine learning||Dept. of Computer Science, University of Genova, Italy||June, 2016|
|Conference Name||Sponsored By||Date|
|Multi-modal fusion for remote sensing and social media images with Prof. Youkyung Han||Kyunpook University, South Korea||RP|
|Instance segmentation using deconvolution networks with Prof Marco Pedersoli||ETS Montreal||RP|
|Action recognition from unconstrained videos - with Prof. Vittorio Murino||Istituto Italiano di Tecnologia Genoa, Italy||RP|
|Mid level feature mining for satellite image analysis with Prof Xiao Zhu||TU Munich||RP|
|Hierarchical subspace learning for cross-domain image classification - with Prof. Subhasis Chaudhuri||Indian Institute of Technology Mumbai||RP|
|Unsupervised domain adaptation for multi-temporal remote sensing image analysis - with Prof. Krishna Mohan Buddhiraju||Indian Institute of Technology Mumbai||RP|
List of selected publication:
2016 Graph-cuts in image segmentation (Biplab Banerjee, B. Krishna Mohan),In Graphs in high dimensional data analysis by IGI Global
Major Peer reviewed journals
2018 Discriminative Body Part Interaction Mining for Mid-Level Action Representation and Classification (Abhinaba Roy, Biplab Banerjee, Vittorio Murino), Journal of Visual Communication and Image Understanding (Elsvier) (Accepted)
2018 Scene recognition from optical remote sensing images using mid-level deep feature mining (Biplab Banerjee, Subhasis Chaudhuri), IEEE Geoscience & Remote Sensing Letters (Accepted)
2017 Hierarchical subspace learning based domain adaptation for remote sensing image pairs (Biplab Banerjee, Subhasis Chaudhuri), In Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, IEEE.
2016 Domain adaptation in the absence of source domain labeled samples - a co-clustering based approach (Biplab Banerjee, B. Krishna Mohan), In Geoscience and Remote Sensing Letters, IEEE, volume 13(12), pp. 1905-1909, 2016
2015 A novel graph matching based approach for domain adaptation in classification of remote sensing image pair (Biplab Banerjee, Francesca Bovolo, Avik Bhattacharya, Lorenzo Bruzzone, Subhasis Chaudhuri, B. Krishna Mohan), In Geoscience and Remote Sensing, IEEE Transactions on, IEEE, volume 53, pp. 4045-4062, 2015
2015 A new self training based unsupervised satellite image classification technique using cluster ensemble strategy (Biplab Banerjee, Francesca Bovolo, Avik Bhattacharya, Lorenzo Bruzzone, Subhasis Chaudhuri, B. Krishna Mohan), In Geoscience and Remote Sensing Letters, IEEE, IEEE, volume 12, pp. 741-745, 2015
2014 Unsupervised multi-spectral satellite image segmentation combining modified mean-shift and a new minimum spanning tree based clustering technique (Biplab Banerjee, Surender Varma, B. Krishna Mohan, Laxmi Narayana Eeti), In Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, IEEE, volume 7, pp. 888-894, 2014
2014 A generic land cover classification framework for polarimetric SAR images using the optimum Touzi decomposition parameter subset: an insight on mutual information based feature selection techniques (Biplab Banerjee, Avik Bhattacharya, B. Krishna Mohan), In Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, IEEE, volume 7, pp. 1167-1176, 2014
Major Published Conference Papers
2018 Class Specific Coders for Hyperspectral Image Classification (Sanatan Sharma, Akashdeep Goel, Omkar Gune, Biplab Banerjee, Subhasis Chaudhuri), IEEE International Conference on Image Processing (ICIP) (Accepted)
2018 Discriminative Latent Visual Space For Zero-Shot Object Classification (Abhinaba Roy, Biplab Banerjee, Vittorio Murino), IEEE International Conference of Pattern Recognition (ICPR) (Accepted)
2017 Discriminative Dictionary Design for Action Classi cation in Still Images (Abhinaba Roy, Biplab Banerjee, Vittorio Murino), International Conference on Image Analysis and Processing (ICIAP 2017) (Springer).
2017 A novel dictionary learning based multiple instance learning approach to action recognition from videos (Abhinaba Roy, Biplab Banerjee, Vittorio Murino), In International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2017,
2017 Efficient pooling of image based CNN for action recognition in videos (Biplab Banerjee, Vittorio Murino), In International Conference of Accoustic, Speech and Signal Processing (ICASSP), IEEE 2016,
2016 Domain adaptation in the absence of source domain labeled samples - a maximum-margin clustering based approach (Sudipan Saha, Biplab Banerjee, S. N.Marchent), In Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) (ACM), 2016.
2016 Image foreground extraction - a supervised framework based on region transfer (Biplab Banerjee, Sudipan Saha, S. N. Marchent), In International Conference on Signal and Information Processing (IConSIP), IEEE.
2016 An unsupervised hidden markov random field based segmentation of polarimetric SAR images (Biplab Banerjee, Shaunak De, Surender Manickam, Avik Bhattacharya), In Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International.
2014 Novel graph matching based approach for land-cover classification of multi-temporal images (Biplab Banerjee, B. Krishna Mohan, Subhasis Chaudhuri, Avik Bhattacharya, Jyotirmoy Mohanty), In Proceedings of the Ninth Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) (ACM), pp. 42, 2014.
2013 A novel graph based clustering technique for hybrid segmentation of multi-spectral remotely sensed images (Biplab Banerjee, Pradeep Kumar Mishra, Surender Varma, B. Krishna Mohan), In Advanced Concepts for Intelligent Vision Systems (ACIVS) (Springer), pp. 274-285, 2013.
2012 Satellite image segmentation: A novel adaptive mean-shift clustering based approach (Biplab Banerjee, VG Surender, B. Krishna Mohan), In Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International, pp. 4319-4322, 2012.
2012 Automatic extraction of road segments from high resolution satellite images: a region and boundary based approach (Biplab Banerjee, Siddharth Buddhiraju, B. Krishna Mohan), In Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) (ACM), pp. 59, 2012.