Partha Pratim Roy

J-GLOBAL         Last updated: Nov 28, 2018 at 18:05
 
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Name
Partha Pratim Roy
E-mail
proy.fcsiitr.ac.in
Affiliation
Indian Institute of Technology Roorkee

Profile

https://www.iitr.ac.in/departments/CSE/pages/People+Faculty+Partha_Pratim_Roy.html

Research Areas

 
 

Academic & Professional Experience

 
2014
 - 
Today
Assistant Professor, Computer Sc. & Engg., Indian Institute of Technology Roorkee, India
 
2016
 - 
2016
Visiting Researcher, Computer Science, Indian Statistical Institute (Kolkata, India)
 
2014
 - 
2014
Visiting Researcher, Computer Science, Indian Statistical Institute (Kolkata, India)
 
2013
 - 
2014
Chief Engineer, Computer Vision Sub-Part Leader, Samsung Research Institute Noida, India
 
2013
 - 
2013
Post Doctoral Fellow, Computer Science, École de Technologie Supérieure (Montreal, Canada)
 

Education

 
2005
 - 
2006
Computer Science, Universitat Autònoma de Barcelona, Spain, M.S.
 
2006
 - 
2010
Ph.D., Computer Science, Universitat Autònoma de Barcelona, Spain
 
1998
 - 
2002
Bachelor of Technology, Computer Engineering, Institute of Engineering and Management Kalyani University
 

Committee Memberships

 
2018
 - 
Today
IEEE  Member
 
2017
 - 
Today
Patanjali Research Foundation  Member
 
2011
 - 
Today
IAPR  Member
 

Awards & Honors

 
2018
Full Travel Expense for Research Collaboration with Osaka Prefecture University, Japan, JST Sakura Science Program
 
2018
Visiting position at Indian Statistical Institute, Kolkata with Prof. Bidyut Baran Chaudhuri, J C Bose fellowship
 
2018
Member of Institute of Document Analysis and Knowledge Science, Japan
 
2017
Foreign Travel Grant, Council of Scientific & Industrial Research (CSIR), India
 
2017
Alumni Award of Distinction by Institute of Engineering & Management.
 

Published Papers

 
Arrow detection in biomedical images using sequential classifier
K.C. Santosh and P. P. Roy
International Journal of Machine Learning and Cybernetics   9 993-1006   2018   [Refereed]
Text Recognition in Scene Image and Video Frame using Color Channel Selection
A. K. Bhunia, G. Kumar, P. P. Roy, R. Balasubramanian and U. Pal
Multimedia Tools and Applications   77 8551-8578   2018   [Refereed]
A Position and Rotation Invariant Framework for Sign Language Recognition (SLR) using Kinect
P. Kumar, R. Saini, P. P. Roy and D. P. Dogra
Multimedia Tools and Applications   77 8823-8846   2018   [Refereed]
Unsupervised Classification of Erroneous Video Object Trajectories
A. Ahmed, D. P. Dogra, S. Kar and P. P. Roy
Soft Computing   22 4703-4721   2018   [Refereed]
Analysis of 3D Signatures Recorded Using Leap Motion Sensor
S. K. Behera, D. P. Dogra and P. P. Roy
Multimedia Tools and Applications   77 14029-14054   2018   [Refereed]
Frame selection for OCR from video stream of book flipping
D. Chakraborty, P. P. Roy, R. Saini, J. M. Alvarez and U. Pal
Multimedia Tools and Applications   77 985-1008   2018   [Refereed]
Envisioned Speech Recognition using EEG Sensors
P. Kumar, R. Saini, P. P. Roy, P. Sahu and D. P. Dogra
Personal and Ubiquitous Computing   22 185-199   2018   [Refereed]
A. Sain, A. K. Bhunia, P. P. Roy and U. Pal
Neurocomputing   275 1531-1549   2018   [Refereed]
V. Khurana, P. Kumar, R. Saini and P. P. Roy
Cognitive Systems Research   49 33-48   2018   [Refereed]
Exercise Classification and Event Segmentation in HINE Videos
A. Fatir, P. P. Roy and D. P. Dogra
Machine Vision and Applications   29 233-245   2018   [Refereed]
P. P. Roy, A. K. Bhunia and U. Pal
Neurocomputing   274 37-49   2018   [Refereed]
R. Saini, P. P. Roy and D. P. Dogra
Expert Systems With Applications   93 169-181   2018   [Refereed]
P. Kumar, P. P. Roy and D. P. Dogra
Information Sciences   428 30-48   2018   [Refereed]
R. Saini*, B. Kaur*, P. Singh, P. Kumar, P. P. Roy, R. Balasubramanian and D. Singh
Information Sciences   430 163-178   2018   [Refereed]
P. Kumar, R. Saini, P. P. Roy and U. Pal
Pattern Recognition Letters   103 1-7   2018   [Refereed]
A Novel Point-Line Duality Feature for Trajectory Classification
R. Saini, P. P. Roy and D. P. Dogra
The Visual Computer      2018   [Refereed]
A. K. Bhunia, P. P. Roy, A. Mohta and U. Pal
Pattern Recognition   79 12-31   2018   [Refereed]
S. K. Behera, D. P. Dogra and P. P. Roy
Expert Systems with Applications   100 106-119   2018   [Refereed]
A. Ahmed, D. P. Dogra, S. Kar and P. P. Roy
Expert Systems with Applications   101 43-55   2018   [Refereed]
Age and Gender Classification using Brain Computer Interface
B. Kaur, D. Singh and P. P. Roy
Neural Computing and Applications      2018   [Refereed]

Books etc

 
Proceedings of International Conference on Computer Vision and Image Processing (CVIP 2016)
R. Balasubramanian, S. Kumar, P. P. Roy, D. Sen. (Part:Joint Work)
Springer Advances in Intelligent Systems and Computing Series   2016   

Conference Activities & Talks

 
EEG Based Emotion Classification Mechanism in BCI
B. Kaur, D. Singh and P. P. Roy
International Conference on Computational Intelligence and Data Science (ICCIDS), India   2018   
Staff line Removal using Generative Adversarial Networks
A. Konwer, A. K. Bhunia, A. Bhowmick, A. K. Bhunia, P. Banerjee, P. P. Roy and U. Pal
International Conference on Pattern Recognition (ICPR), China   2018   
Handwriting Trajectory Recovery using End-to-End Deep Encoder-Decoder Network
A. K. Bhunia, A. Bhowmick, A. K. Bhunia, A. Konwer, P. Banerjee, P. P. Roy and U. Pal
International Conference on Pattern Recognition (ICPR), China   2018   
Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks
A. K. Bhunia, A. K. Bhunia, P. Banerjee, A. Konwer, A. Bhowmick, P. P. Roy and U. Pal
International Conference on Pattern Recognition (ICPR), China   2018   
Air Signature Recognition using Deep Convolutional Neural Network-Based Sequential Model
S. K. Behera, A. K. Dash, D. P. Dogra and P. P. Roy
International Conference on Pattern Recognition (ICPR), China   2018   
Trajectory Classification using Feature Se- lection from Genetic Algorithm
R. Saini, P. Kumar, P. P. Roy and U. Pal
International Conference on Computer Vision and Image Processing (CVIP)   2018   
Caption Based Region Extraction in Images
P. Agrawal, R. Yadav, V. Yadav, K. De and P. P. Roy
nternational Conference on Computer Vision and Image Processing (CVIP)   2018   
Perceptual Conditional Generative Adversarial Networks for End-to-End Image Colourization
S. Halder, K. De and P. P. Roy
Asian Conference on Computer Vision(ACCV), Australia   2018   
Texture Synthesis Guided Deep Hashing for Texture Image Retrieval
A. K. Bhunia, S. R. K. Perla, P. Mukherjee, A. Das and P. P. Roy
Winter Conference on Applications of Computer Vision(WACV), Australia   2018   
Real-Time Recognition of Sign Language Gestures and Air-Writing using Leap Motion
P. Kumar, R. Saini, S. K. Behera, D. P. Dogra and P. P. Roy
Machine Vision Applications (MVA), Japan   2017   
Fast Signature Spotting in Continuous Air Writing
S. K. Behera, P. Kumar, D. P. Dogra and P. P. Roy
Machine Vision Applications (MVA), Japan   2017   
Localization of signatures in continuous Air writing
S. K. Behera, D. P. Dogra and P. P. Roy
IEEE Tensymp, India   2017   
Real-time moving object classification using DPMM for road traffic management in smart cities
S. Kumaran, D. P. Dogra and P. P. Roy
IEEE Tensymp, India   2017   
Virtual Trainer with Real-Time Feedback using Kinect Sensor
P. Kumar, R. Saini, M. Yadava, P. P. Roy and D. P. Dogra
IEEE Tensymp, India   2017   
Neuro-phone: An assistive framework to operate Smartphone using EEG signals
P. Kumar, R. Saini, P. Sahu, P. P. Roy and D. P. Dogra
IEEE Tensymp, India   2017   
An Efficient Approach for Trajectory Classification using FCM and SVM,
R. Saini, P. Kumar, P. P. Roy and D. P. Dogra
IEEE Tensymp, India   2017   
Word Spotting based on Pyramidal Histogram of Characters Code for Handwritten Text Documents
T. Ali and P. P. Roy
International Conference on Computer Vision and Image Processing (CVIP), India   2017   
Extraction of Long-duration Moving Object Trajectories from Curtailed Tracks
A. Ahmed, D. P. Dogra, S. Kar and P. P. Roy
nternational Conference on Computer Vision and Image Processing (CVIP), India   2017   
Characterization of Dense Crowd using Gibbs Entropy
S. Behera, D. P. Dogra and P. P. Roy
International Conference on Computer Vision and Image Processing (CVIP), India   2017   
An Efficient Approach for Recognition and Verification of On-line Signatures using PSO
S. Dutta, R. Saini, P. Kumar and P. P. Roy
Asian Conference on Pattern Recognition (ACPR), China   2017   
Local Behavior Analysis for Trajectory Classification using Graph Embedding
R. Saini, P. Kumar, S. Dutta, P. P. Roy and U. Pal
Asian Conference on Pattern Recognition (ACPR), China   2017   
Impact of aging on EEG based biometric systems
B. Kaur, P. Kumar, P. P. Roy and D. Singh
Asian Conference on Pattern Recognition (ACPR), China   2017   
TRPN: A Text Region Proposal Network in the wild under the constraint of low memory GPU
P. Keserwani, T. Ali and P. P. Roy
Asian Conference on Pattern Recognition (ACPR), China   2017   
Gait Analysis Using Shadow Motion.
P. Kumar, R. Saini, C. S. Tumma, P. P. Roy and D. P. Dogra
Asian Conference on Pattern Recognition (ACPR), China   2017   
Natural language description of surveil- lance events
A. Ahmed, D. P. Dogra, S. Kar and P. P. Roy
International Conference on Information Technology and Applied Mathematics (ICITAM), India   2017   
Eyes Open and Eyes Close Activity Recognition using EEG Signals
B. Kaur, D. Singh and P. P. Roy
International Conference on Cognitive Computing and Information Processing (CCIP), India   2017   
A two phase trained Convolutional Neural Network for Handwritten Bangla Compound Character Recognition
P. Keserwani, T. Ali and P. P. Roy
International Conference on Advances in Pattern Recognition (ICAPR), India   2017   
Arrowhead detection in Biomedical Images
K.C. Santosh, N. Alam, P. P. Roy, L. Wendling, S. Antani and G. Thoma
Document recognition and retrieval (XXIII), IS&T Electronic imaging symposium   2016   
Autonomous vision-guided approach for the analysis and grading of vertical suspension tests during Hammersmith Infant Neuro- logical Examination (HINE)
P. Dey, D. P. Dogra, P. P. Roy and H. Bhaskar
Engineering in Medicine and Biology Society (EMBC)   2016   
Comparison of Zone-Features for Online Bengali and Devana- gari Word Recognition using HMM
R. Ghosh and P. P. Roy
International Conference on Frontiers in Handwriting Recognition (ICFHR)   2016   
Script Identification in Natural Scene Images: A Dataset and Texture-Feature Based Performance Evaluation
M. Verma, N. Sood, P. P. Roy and R. Balasubramanian
Interna- tional Conference on Computer Vision and Image Processing (CVIP), India   2016   
Posture Recognition in HINE Exercises
A. F. Ansari, P. P. Roy and D. P. Dogra
International Conference on Computer Vision and Image Processing (CVIP), India   2016   
On-line Gesture Based User Authentication System Robust to Shoulder Surfing
S. Bhoi, D. P. Dogra, and P. P. Roy
International Conference on Computer Vision and Image Processing (CVIP), India   2016   
Study of Zone-Based Feature for Online Handwritten Signature Recognition and Verification in Devanagari Script
R. Ghosh and P. P. Roy
International Conference on Computer Vision and Image Processing (CVIP), India   2016   
Efficient Framework for Action Recognition Using Reduced Fisher Vector Encoding
P. Dhar, J. M. Alvarez and P. P. Roy
International Conference on Computer Vision and Image Processing (CVIP), India   2016   
Multi-oriented Text Detection from Video Using Sub-pixel Mapping
A. Mittal, P. P. Roy and R. Balasubramanian
International Conference on Com- puter Vision and Image Processing (CVIP), India   2016   
Surveillance Scene Segmentation Based on Trajectory Classification Using Supervised Learning
R. Saini, A. Ahmed, D. P. Dogra and P. P. Roy
International Conference on Com- puter Vision and Image Processing (CVIP), India   2016   
Classification of Object Trajectories Rep- resented by High-Level Features Using Unsupervised Learning
R. Saini, A. Ahmed, D. P. Dogra and P. P. Roy
International Conference on Computer Vision and Image Processing (CVIP), India   2016   
Date Field Extraction from Handwritten Documents Using HMMs
R. Mandal, P. P. Roy, U. Pal and M. Blumenstein.
International Conference on Document Analysis and Recognition (ICDAR), Tunisia   2015   
Multi-Lingual Text Recognition from Video Frames
N. Sharma, R. Mandal, R. Sharma, P. P. Roy, U. Pal and M. Blumenstein.
International Conference on Document Analysis and Recognition (ICDAR), Tunisia   2015   
Generation of synthetic training data for handwritten Indic script recognition
S. Gaur, S. Sonkar and P. P. Roy
International Conference on Document Analysis and Recognition (ICDAR), Tunisia,   2015   
Study of Two Zone-based Features for Online Bengali and De- vanagari Character Recognition
R. Ghosh and P. P. Roy.
International Conference on Document Analysis and Recog- nition (ICDAR), Tunisia   2015   
A Comparative Study of Features for Handwritten Bangla Text Recognition.
A. K. Bhunia, A. Das, P. P. Roy and U. Pal
International Conference on Document Analysis and Recognition (ICDAR), Tunisia,   2015   
Retrieval of scene image and video frames using date eld spotting
P. P. Roy, A. Das, D. Majhi and U. Pal
Asian Conference on Pattern Recognition (ACPR), Malaysia,   2015   
Overwriting repetition and crossing- out detection in online handwritten text
N. Bhattacharya, V. Frinken, U. Pal and P. P. Roy
Asian Conference on Pattern Recognition (ACPR), Malaysia,   2015   
Segmentation and recognition of text written in 3D using Leap motion interface
C. Agarwal, D. P. Dogra, R. Saini and P. P. Roy
Asian Conference on Pattern Recognition (ACPR), Malaysia   2015   
Handwritten word spotting in Indic scripts using foreground and background information.
A. Das, A. K. Bhunia, P. P. Roy and U. Pal
Asian Conference on Pattern Recognition (ACPR), Malaysia,   2015   
Script independent scene text segmentation using fast stroke width transform and GrabCut
J. H. Bosamiya, P. Agrawal, P. P. Roy and R. Balasubramanian
Asian Conference on Pattern Recognition (ACPR), Malaysia   2015   
Multi-oriented Text Recognition in Graphical Documents Using HMM.
P. P. Roy, S. Roy and U. Pal
Document Analysis Systems (DAS), France   2014   
A New Method for Writer Identication based on Histogram Symbolic Representation
A. Alaei and P. P. Roy
International Conference on Frontiers in Handwriting Recogni- tion (ICFHR), Greece,   2014   
Writer Identication in Music Score Documents with- out Sta-Line Removal
A. J. Hati, P. P. Roy, U. Pal
International Conference on Frontiers in Handwriting Recognition (ICFHR), Greece   2014   
A Novel Approach of Bangla Handwrit- ten Text Recognition using HMM.
P. P. Roy, P. Dey, S. Roy, U. Pal and F. Kimura
International Conference on Frontiers in Handwriting Recognition (ICFHR), Greece   2014   
Deep-Belief-Network based Rescoring Approach for Handwritten Word Recognition.
P. P. Roy, Y. Chherawala, M. Cheriet
International Conference on Frontiers in Handwriting Recognition (ICFHR), Greece   2014   
Context-dependent BLSTM Models. Application to O?ine Handwriting Recognition.
Y. Chherawala, P. P. Roy and M. Cheriet.
International Conference on Image Processing (ICIP), France   2014   
A Two-Stage Approach for Word Spotting in graphical Documents
A. Tarafdar, U. Pal, P. P. Roy, N. Ragot and J. Y. Ramel
International Conference on Document Analysis and Recognition (ICDAR) , USA   2013   
Handwritten Musical Document Retrieval us- ing Music-Score Spotting.
R. Malik, P. P. Roy, U. Pal and F. Kimura
International Conference on Document Analysis and Recognition (ICDAR) , USA   2013   
Feature design for o?ine Arabic handwriting recognition: handcrafted vs automated?
Y. Chherawala, P. P. Roy and M. Cheriet
International Conference on Document Analysis and Recognition (ICDAR), USA   2013   
HMM-Based Multi Oriented Text Recognition in Natural Scene Image
S. Roy, P. P. Roy, P. Shivakumara, G. Louloudis, C. L. Tan and U. Pal
Asian Conference on Pattern Recognition (ACPR) , Japan   2013   
OCR from Video Stream of Book Flipping
D. Chakraborty, P. P. Roy, J. M. Alvarez and U. Pal.
Asian Conference on Pattern Recognition (ACPR) , Japan   2013   

Teaching Experience

 
 

Research Grants & Projects

 
Information retrieval from prescription
ISI, Kolkata: 
Project Year: 2018 - 2021    Investigator(s): Partha Pratim Roy
Multi-lingual Word Spotting
ISI, Kolkata: 
Project Year: 2017 - 2020    Investigator(s): Partha Pratim Roy
End-to-End Emotional Speech Synthesis
Samsung, Noida: 
Project Year: 2018 - 2019    Investigator(s): Partha Pratim Roy
Multi-oriented Indic text recognition in video images
SERB, DST: 
Project Year: 2016 - 2019    Investigator(s): Partha Pratim Roy
Tracking Multiple People in Video Surveillance
SRIC-FIG IIT Roorkee: 
Project Year: 2015 - 2018    Investigator(s): Partha Pratim Roy
Administrative Document Analysis
ISI, Kolkata: 
Project Year: 2015 - 2018    Investigator(s): Partha Pratim Roy
160 Channel Acti-Champ EEG system
SRIC-SMILE, IIT Roorkee: 
Project Year: 2018       Investigator(s): Partha Pratim Roy
Text Recognition Historical Documents
Synchromedia Canada: IOW
Project Year: 2011 - 2017    Investigator(s): Partha Pratim Roy
Thermal Imager for Night Vision
SRIC-SMILE, IIT Roorkee: 
Project Year: 2017       Investigator(s): Partha Pratim Roy
Word Spotting in Document Images
RFAI, France & ISI, India: IFCPAR/ CEFIPRA
Project Year: 2011 - 2014    Investigator(s): Partha Pratim Roy
Transcription Historical Documents
RFAI, France: Google Award
Project Year: 2011 - 2013    Investigator(s): Partha Pratim Roy
Information extraction Historical Documents
RFAI, France: Renom
Project Year: 2011 - 2012    Investigator(s): Partha Pratim Roy
Word Spotting Historical Documents
RFAI, France: AAP Program
Project Year: 2010 - 2011    Investigator(s): Partha Pratim Roy
Human perception inspired techniques
DAG, Spain: HuPerText
Project Year: 2008 - 2011    Investigator(s): Partha Pratim Roy
Interactive Analysis, Historical Documents
DAG, Spain: iAnaDoc
Project Year: 2006 - 2009    Investigator(s): Partha Pratim Roy
Shape Descriptors Graphics Symbols
DAG, Spain & QGAR, France: SymbolRec
Project Year: 2006 - 2008    Investigator(s): Partha Pratim Roy
Web-based Framework, Indexing, Historical Data
DAG, Spain: Border Records of Girona
Project Year: 2006 - 2007    Investigator(s): Partha Pratim Roy
Benchmarking of ICR, Classifier Combination
DAG, Spain: Hewlett Packard
Project Year: 2005 - 2006    Investigator(s): Partha Pratim Roy
Morphology, Interpolation Based Bintree
IEM, India: Data Compression by IBB
Project Year: 2001 - 2002    Investigator(s): Partha Pratim Roy
GUI, Graphical Display, Data Analysis
IEM, India: GUI of Data Analysis
Project Year: 2000 - 2001    Investigator(s): Partha Pratim Roy