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Dr. Oruganti Venkata Ramana Murthy

Dr. Oruganti Venkata Ramana Murthy currently serves as Assistant Professor (SG) at the Department of Electrical and Electronics Engineering, School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore Campus.

Qualification: BE, MS, Ph.D
ovr_murthy@cb.amrita.edu
Research Interest: Control Systems, Machine Learning, Pattern Recognition

Bio

Dr. Oruganti Venkata Ramana Murthy currently serves as Assistant Professor (SG) at the Department of Electrical and Electronics Engineering, School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore Campus.

He received Bachelor’s degree in Electrical and Electronics Engineering from Andhra University in 1999. He got his Masters degree by research and Doctorate degree from Indian Institute of Technology Delhi in 2002 and 2012 respectively.

He has more than 9 years of research experience in reputed Universities including National University of Singapore, Nanyang Technological University, Singapore and University of Canberra, Australia. He has more than 20 publications in major international journals and conferences to his credit. He has participated in a number of workshops on Big data, deep learning, statistics.

His areas of interest include Pattern Recognition, Machine Learning, Soft Computing, Control systems, Embedded systems, Human-computer Interaction and Data analytics.

He is also a visiting researcher to School of Computer Science, Carnegie Mellon University. USA.

Ph. D. Students Guidance

Sl. No. Topic Scholar Guidance
1. Modelling Dynamics of a Multi-tethered Aerostat with Weather Station Payload Anoop S. (2017 Onwards) Guide
2. Design and Development of Solar Powered Portable Desalination Plant Manikandan P. (2017 Onwards) Guide
3. Human Pose Modelling and Applications Radhika K (2018 Onwards) Guide
4. Affective Computing for Medical Applications Devika K (2018 Onwards)  Guide
5. Multimodal Approach for Personality Computation Sreevidya P (2018 Onwards) Co-guide

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Publications

Journal Article

Year : 2016

Dimensionality reduction of Fisher vectors for human action recognition

Authors : Dr. Oruganti Venkata Ramana Murthy, Roland Goecke.

Publisher : IET Computer Vision, Institution of Engineering and Technology,

R. Goecke and Dr. Oruganti Venkata Ramana Murthy, “Dimensionality reduction of Fisher vectors for human action recognition”, IET Computer Vision, vol. 10, pp. 392-397(5), 2016.

Year : 2015

Ordered trajectories for human action recognition with large number of classes

Authors : Dr. Oruganti Venkata Ramana Murthy, Roland Goecke

Publisher : Image and Vision Computing

Dr. Oruganti Venkata Ramana Murthy and Goecke, R., “Ordered trajectories for human action recognition with large number of classes”, Image and Vision Computing, vol. 42, pp. 22 - 34, 2015.

Year : 2015

Harnessing the Deep Net Object Models for Enhancing Human Action Recognition

Authors : Dr. Oruganti Venkata Ramana Murthy, Roland Goecke

Publisher : CoRR

Dr. Oruganti Venkata Ramana Murthy and Goecke, R., “Harnessing the Deep Net Object Models for Enhancing Human Action Recognition”, CoRR, vol. abs/1512.06498, 2015.

Year : 2014

Uc–hcc submission to thumos 2014

Authors : Dr. Oruganti Venkata Ramana Murthy, Goecke, Roland

Publisher : THUMOS Challenge: Action Recognition with a Large Number of Classes

Dr. Oruganti Venkata Ramana Murthy and Goecke, R., “Uc–hcc submission to thumos 2014”, THUMOS Challenge: Action Recognition with a Large Number of Classes, 2014.

Year : 2013

An approach to divide pre-detected Devanagari words from the scene images into characters

Authors : Dr. Oruganti Venkata Ramana Murthy, ; Roy, Sujoy; Narang, Vipin; Hanmandlu, M.; Gupta, Shorya

Publisher : Signal, Image and Video Processing

Dr. Oruganti Venkata Ramana Murthy, Roy, S., Narang, V., Hanmandlu, M., and Gupta, S., “An approach to divide pre-detected Devanagari words from the scene images into characters”, Signal, Image and Video Processing, vol. 7, pp. 1071–1082, 2013.

Year : 2012

An approach to offline handwritten Devanagari word segmentation

Authors : Dr. Oruganti Venkata Ramana Murthy, Hanmandlu, Madasu

Publisher : International Journal of Computer Applications in Technology, Inderscience Publishers

Dr. Oruganti Venkata Ramana Murthy and Hanmandlu, M., “An approach to offline handwritten Devanagari word segmentation”, International Journal of Computer Applications in Technology, vol. 44, pp. 284–292, 2012.

Year : 2012

Devanagari character recognition in the wild’

Authors : Dr. Oruganti Venkata Ramana Murthy, ; Roy, Sujoy; Narang, Vipin; Hanmandlu, M

Publisher : International Journal of Computer Applications

Dr. Oruganti Venkata Ramana Murthy, Roy, S., Narang, V., and Hanmandlu, M., “Devanagari character recognition in the wild'”, International Journal of Computer Applications, vol. 38, pp. 38–45, 2012.

Year : 2011

Zoning based Devanagari character recognition

Authors : Dr. Oruganti Venkata Ramana Murthy, Hanmandlu, M

Publisher : International Journal of Computer Applications, International Journal of Computer Applications

Dr. Oruganti Venkata Ramana Murthy and Hanmandlu, M., “Zoning based Devanagari character recognition”, International Journal of Computer Applications, vol. 27, 2011.

Year : 2011

A Study on the Effect of Outliers in Devanagari Character Recognition

Authors : Dr. Oruganti Venkata Ramana Murthy, Hanmandlu, M

Publisher : International Journal of Computer Applications, International Journal of Computer Applications

Dr. Oruganti Venkata Ramana Murthy and Hanmandlu, M., “A Study on the Effect of Outliers in Devanagari Character Recognition”, International Journal of Computer Applications, vol. 32, 2011.

Year : 2011

Interactive Fuzzy Model Based Recognition of Handwritten numerals

Authors : Dr. Oruganti Venkata Ramana Murthy, Hanmandlu, M

Publisher : Journal of Pattern Recognition Research

Dr. Oruganti Venkata Ramana Murthy and Hanmandlu, M., “Interactive Fuzzy Model Based Recognition of Handwritten numerals”, Journal of Pattern Recognition Research, vol. 6, pp. 154–165, 2011.

Year : 2009

A novel approach to classification of facial expressions from 3D-mesh datasets using modified \PCA\

Authors : Dr. Oruganti Venkata Ramana Murthy, Y.V. Venkatesh; Ashraf A. Kassim;

Publisher : Pattern Recognition Letters

Y. V. Venkatesh, Kassim, A. A., and Dr. Oruganti Venkata Ramana Murthy, “A novel approach to classification of facial expressions from 3D-mesh datasets using modified \PCA\”, Pattern Recognition Letters, vol. 30, pp. 1128 - 1137, 2009.

Year : 2007

Fuzzy model based recognition of handwritten numerals

Authors : Dr. Oruganti Venkata Ramana Murthy, M. Hanmandlu

Publisher : Pattern Recognition

M. Hanmandlu and Dr. Oruganti Venkata Ramana Murthy, “Fuzzy model based recognition of handwritten numerals”, Pattern Recognition, vol. 40, pp. 1840 - 1854, 2007.

Year : 2005

Adaptive stick–slip friction and backlash compensation using dynamic fuzzy logic system

Authors : Dr. Oruganti Venkata Ramana Murthy, S. Suraneni; I.N. Kar; ; R.K.P. Bhatt

Publisher : Applied Soft Computing

S. Suraneni, Kar, I. N., Dr. Oruganti Venkata Ramana Murthy, and Bhatt, R. K. P., “Adaptive stick–slip friction and backlash compensation using dynamic fuzzy logic system”, Applied Soft Computing, vol. 6, pp. 26 - 37, 2005.

Year : 2004

Extended dynamic fuzzy logic system (DFLS) based indirect stable adaptive control of non-linear systems

Authors : Dr. Oruganti Venkata Ramana Murthy, R.K.P. Bhatt; N. Ahmad

Publisher : Applied Soft Computing

Dr. Oruganti Venkata Ramana Murthy, Bhatt, R. K. P., and Ahmad, N., “Extended dynamic fuzzy logic system (DFLS) based indirect stable adaptive control of non-linear systems”, Applied Soft Computing, vol. 4, pp. 109 - 119, 2004.

Conference Paper

Year : 2015

Video and Image Based Emotion Recognition Challenges in the Wild: EmotiW 2015

Authors : Dr. Oruganti Venkata Ramana Murthy, Dhall, Abhinav; ; Goecke, Roland; Joshi, Jyoti; Gedeon, Tom

Publisher : Proceedings of the 2015 ACM on International Conference on Multimodal Interaction

A. Dhall, Dr. Oruganti Venkata Ramana Murthy, Goecke, R., Joshi, J., and Gedeon, T., “Video and Image Based Emotion Recognition Challenges in the Wild: EmotiW 2015”, in Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, New York, NY, USA, 2015.

Year : 2015

Injury Mechanism Classification in Soccer Videos

Authors : Dr. Oruganti Venkata Ramana Murthy, R. Goecke

Publisher : 2015 IEEE International Conference on Computer Vision Workshop (ICCVW)

Dr. Oruganti Venkata Ramana Murthy and Goecke, R., “Injury Mechanism Classification in Soccer Videos”, in 2015 IEEE International Conference on Computer Vision Workshop (ICCVW), 2015.

Year : 2015

Play with me – Measuring a child’s engagement in a social interaction

Authors : Dr. Oruganti Venkata Ramana Murthy, S. S. Rajagopalan; R. Goecke; A. Rozga

Publisher : 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) (2015)

S. S. Rajagopalan, Dr. Oruganti Venkata Ramana Murthy, Goecke, R., and Rozga, A., “Play with me - Measuring a child's engagement in a social interaction”, in 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2015.

Year : 2014

Dense body part trajectories for human action recognition

Authors : Dr. Oruganti Venkata Ramana Murthy, I. Radwan; R. Goecke

Publisher : 2014 IEEE International Conference on Image Processing (ICIP)

Dr. Oruganti Venkata Ramana Murthy, Radwan, I., and Goecke, R., “Dense body part trajectories for human action recognition”, in 2014 IEEE International Conference on Image Processing (ICIP), 2014.

Year : 2014

The Influence of Temporal Information on Human Action Recognition with Large Number of Classes

Authors : Dr. Oruganti Venkata Ramana Murthy, ; R. Goecke

Publisher : 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

Dr. Oruganti Venkata Ramana Murthy and Goecke, R., “The Influence of Temporal Information on Human Action Recognition with Large Number of Classes”, in 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2014.

Year : 2013

Devanagari Character Recognition in Scene Images

Authors : Dr. Oruganti Venkata Ramana Murthy, V. Narang; S. Roy; ; M. Hanmandlu

Publisher : 2013 12th International Conference on Document Analysis and Recognition

V. Narang, Roy, S., Dr. Oruganti Venkata Ramana Murthy, and Hanmandlu, M., “Devanagari Character Recognition in Scene Images”, in 2013 12th International Conference on Document Analysis and Recognition, 2013.

Year : 2013

Ordered Trajectories for Large Scale Human Action Recognition

Authors : Dr. Oruganti Venkata Ramana Murthy, Goecke, Roland

Publisher : The IEEE International Conference on Computer Vision (ICCV) Workshops

Dr. Oruganti Venkata Ramana Murthy and Goecke, R., “Ordered Trajectories for Large Scale Human Action Recognition”, in The IEEE International Conference on Computer Vision (ICCV) Workshops, 2013.


Year : 2013

On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition

Authors : Dr. Oruganti Venkata Ramana Murthy, I. Radwan; A. Dhall; R. Goecke

Publisher : 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

Dr. Oruganti Venkata Ramana Murthy, Radwan, I., Dhall, A., and Goecke, R., “On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition”, in 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2013.

Year : 2010

Resampling Approach to Facial Expression Recognition Using 3D Meshes

Authors : Dr. Oruganti Venkata Ramana Murthy, Y. V. Venkatesh; A. K. Kassim;

Publisher : 20th International Conference on Pattern Recognition

Y. V. Venkatesh, Kassim, A. K., and Dr. Oruganti Venkata Ramana Murthy, “Resampling Approach to Facial Expression Recognition Using 3D Meshes”, in 2010 20th International Conference on Pattern Recognition, 2010.

Year : 2010

Image Retargeting in Compressed Domain

Authors : Dr. Oruganti Venkata Ramana Murthy, ; K. Muthuswamy; D. Rajan; C. L. Tien

Publisher : 20th International Conference on Pattern Recognition

Dr. Oruganti Venkata Ramana Murthy, Muthuswamy, K., Rajan, D., and Tien, C. L., “Image Retargeting in Compressed Domain”, in 2010 20th International Conference on Pattern Recognition, 2010.

Year : 2007

Fuzzy Model Based Recognition of Handwritten Hindi Characters

Authors : Dr. Oruganti Venkata Ramana Murthy, M. Hanmandlu;; V. K. Madasu

Publisher : 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007)

M. Hanmandlu, Dr. Oruganti Venkata Ramana Murthy, and Madasu, V. K., “Fuzzy Model Based Recognition of Handwritten Hindi Characters”, in 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007), 2007.

Year : 2006

Reinforcement Learning in the Entropy Based Recognition of Handwritten Hindi Numerals

Authors : Dr. Oruganti Venkata Ramana Murthy, Hanmandlu, M

Publisher : in Proc. 10th World Multi-conference on Systems, Cybernetics and Informatics

M. Hanmandlu and Dr. Oruganti Venkata Ramana Murthy, “Reinforcement Learning in the Entropy Based Recognition of Handwritten Hindi Numerals”, in Proc. 10th World Multi-conference on Systems, Cybernetics and Informatics, 2006.

Year : 2003

Fault tolerant operation of one dimensional MPBS

Authors : Dr. Oruganti Venkata Ramana Murthy, A. K. Panda; S. Mukherjee; I. N. Kar

Publisher : TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region

Dr. Oruganti Venkata Ramana Murthy, Panda, A. K., Mukherjee, S., and Kar, I. N., “Fault tolerant operation of one dimensional MPBS”, in TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region, 2003.

Year : 2003

Adaptive stick-slip friction compensation using dynamic fuzzy logic system

Authors : Dr. Oruganti Venkata Ramana Murthy, S. Suraneni; I. N. Kar; R. K. P. Bhatt

Publisher : TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region

S. Suraneni, Kar, I. N., Bhatt, R. K. P., and Dr. Oruganti Venkata Ramana Murthy, “Adaptive stick-slip friction compensation using dynamic fuzzy logic system”, in TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region, 2003.

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