- Computer Vision, Machine Learning, Action recognition, zero-shot learning, parts based object recognition, target recognition
|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|
|Computer Vision||CSN-471||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
Peer reviewed journals
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, (Early access - http://ieeexplore.ieee.org/document/8007205/).
2016 Domain adaptation in the absence of source domain labeled samples - a co-clustering based ap-
proach (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.
2015 A novel semi-supervised land cover classification technique of remotely sensed images (Biplab
Banerjee, B. Krishna Mohan), In Journal of Indian Society of Remote Sensing, Springer, volume 43 (4), pp.
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
2014 Change detection of desert sand dunes: a remote sensing approach (Surender Varma, Vatsal Shah,
Biplab Banerjee, B. Krishna Mohan, others), In Advances in Remote Sensing, Scientific Research Publishing,
volume 3, pp. 10, 2014
2014 Supervised change detection in satellite imagery using super pixels and relevance feedback
(Surender Varma Gadhiraju, Hichem Sahbi, Biplab Banerjee, B. Krishna Mohan), In GEOMATICA, NRC
Research Press, volume 68, pp. 5-14, 2014.
2014 A novel graph based fuzzy clustering technique for unsupervised classification of remote sensing
images (Biplab Banerjee, B. Krishna Mohan), In ISPRS Annals of Photogrammetry, Remote Sensing and
Spatial Information Sciences, volume 1, pp. 165-170, 2014.
2013 Building extraction from high resolution multi-spectral satellite images (Biplab Banerjee, B. Kr-
ishna Mohan, Surender Varma Gadhiraju, Laxmi Narayana Eeti), In Urban and Regional Data Management:
UDMS Annual 2013, CRC Press, pp. 171, 2013.
Published Conference Papers
2017 Hierarchical Metric Learning for Fine Grained Image Classification (Akashdeep Goel, Biplab
2017 Discriminative Dictionary Design for Action Classi cation in Still Images (Abhinaba Roy, Bi-
plab Banerjee, Vittorio Murino), International Conference on Image Analysis and Processing (ICIAP 2017)
(Springer). (Accepted, In press)
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, (Accepted, In Press).
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,
(Accepted, In Press).
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 (Accepted,
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, (Accepted, In press).
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, (Accepted, In press).
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 Radon transform based edge detection for SAR imagery (Surender Varma, Biplab Banerjee, Arnab
Muhuri, Avik Bhattacharya, B. Krishna Mohan), In 2013 IEEE International Geoscience and Remote Sensing
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 Representation of desert sand dunes by surface orientations using Radon transform (G Surender
Varma, Biplab Banerjee, B. Krishna Mohan), In Geoscience and Remote Sensing Symposium (IGARSS), 2012
IEEE International, pp. 2733-2736, 2012.
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.
2010 An interactive content based image retrieval method integrating intersection kernel based sup-
port vector machine and histogram intersection based similarity measure for nearest neighbor
ranking (Tanusree Bhattacharjee, Biplab Banerjee, Nirmalya Chowdhury), In Information and Communica-
tion Technologies (Springer), pp. 458-462, 2010.
2010 Image object classification using scale invariant feature transform descriptor with support vec-
tor machine classifier with histogram intersection kernel (Biplab Banerjee, Tanusree Bhattacharjee,
Nirmalya Chowdhury), In Information and Communication Technologies (Springer), pp. 443-448, 2010.