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Biplab Banerjee
Biplab Banerjee bbanfcs[at]iitr.ac.in +91-1332-285733
Areas of Interest
  • Computer Vision, Machine Learning, Action recognition, zero-shot learning, parts based object recognition, target recognition
Professional Background
FromToDesignationOrganisation
20172017Visiting researcherGhent University, Belgium
May, 2017June, 2017Visiting researcherPostech, South Korea
March,2016Oct,2016Post-doctoral FellowIstituto Italiano di Tecnologia Genoa, Italy
Jan, 2015Dec, 2015Post-doctoral FellowUniversity of Caen, France
Sept, 2013Dec, 2013Research AssociateUniversity of Trento, Italy
June, 2012Aug, 2012Research AssociateTelecom ParisTech, France
July,2007June,2008Research AssociateIndian Statistical Institute
Honors and Awards
AwardInstituteYear
Early Career Research Award Science & Engineering Board, DST, Govt. of India2017
GPU TITANXNVIDIA2017
Excellence in PhD thesisIndian Institute of Technology Mumbai2015
Inria best poster award in Geomatrix-2012Indian Institute of Technology Mumbai2012
Educational Details
DegreeSubjectUniversityYear
PhDComputer VisionIndian Institute of Technology Mumbai2015
M.E.Computer ScienceJadavpur University2010
B,TechComputer ScienceWest Bengal University of Technology2008
Administrative Background
FromToDesignationOrganisationLevel
2017CurrentDepartmental Academic Program Committee memberIIT Roorkee
Memberships
  • IEEE, Member
  • IEEE Signal Processing Society, Member
Teaching Engagements
TitleCourse CodeClass NameSemester
Machine LearningCSN-372CS and ECE UG 3rd yearSpring
Data StructureCSN 102CS UG 1st yearSpring
Computer VisionCSN-471CS and ECE UG 4th year and PG 1st yearAutumn
Compiler DesignCSN-352CS UG 3rd YearSpring
PHDs Supervised
TopicScholar NameStatus of PHDRegistration Year
Event Minng from digital mediumsSwati GuptaO
Participation in short term courses
Couse NameSponsored ByDate
Regularization techniques in machine learningDept. of Computer Science, University of Genova, ItalyJune, 2016
Courses or Conferences Organised
Conference NameSponsored ByDate
ICVGIPACMDec. 2012
IC3IEEEAug, 2017
CVIPSpringerSept, 2017
HiPCIEEEDec, 2017
CoDS-COMADACMJan, 2018
MIKESpringerDec, 2017
National International Collaboration
TopicOrganisationLevel
Multi-modal fusion for remote sensing and social media images with Prof. Youkyung HanKyunpook University, South KoreaRP
Instance segmentation using deconvolution networks with Prof Marco PedersoliETS MontrealRP
Action recognition from unconstrained videos - with Prof. Vittorio MurinoIstituto Italiano di Tecnologia Genoa, ItalyRP
Mid level feature mining for satellite image analysis with Prof Xiao ZhuTU MunichRP
Hierarchical subspace learning for cross-domain image classification - with Prof. Subhasis ChaudhuriIndian Institute of Technology MumbaiRP
Unsupervised domain adaptation for multi-temporal remote sensing image analysis - with Prof. Krishna Mohan BuddhirajuIndian Institute of Technology MumbaiRP
Refereed Journal Papers

List of selected publication:

Book chapters


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.