Centre for Pattern Recognition

RR Campus cfpr@pes.edu

Publications

Overview

About the research centre

Research Areas

Fields of research and focus

Team

Researchers and team members

Publications

Research publications and papers

Resources

Tools and technologies used

About Centre for Pattern Recognition

The PES Center for Pattern Recognition is involved in research projects in the ubiquitous areas of signal processing and pattern recognition. It focuses on designing mathematical and engineering tools to solve computational problems in biomedicine, biometric recognition, optical character recognition and text analytics, video processing and various applications of data mining. Thus, researchers at the Center for Pattern Recognition work at the interface of multiple disciplines including biomedicine, healthcare, mathematics and multidimensional signal processing. Assist-devices for various applications such as healthcare and education are prime-movers behind most of the work taken up at the Center. The Center is committed to the dissemination of knowledge in the core areas of pattern recognition and signal processing and related domains.

Active & Completed Projects

Automated diagnosis of the retinopathy of prematurity in collaboration with Dr. Anand Vinekar and his team at Narayana Nethralaya Ongoing

Analysis of retinal camera images of the eye and designing features that distinguish the image of a healthy subject from that of a subject with a retinal pathology.

Automated (re-)scheduling of surgeries in a multispecialty hospital in collaboration with Mr. Sunil Kumar C. N. and his team at Narayana Hrudayala Ongoing

Students are working on algorithms that will automate and ensure optimal utilization of resources (such as operation theatre time and surgeons) in the event of an unexpected delay or cancellation of surgery at a certain time on a certain day.

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Our Researchers

faculty

Prof. Sandesh B. J.

Multimodal (video and text) mining

faculty

Prof. Renuka Devi M. N.

Characterization of Behavior from recorded video

faculty

Prof. Sabeeha Sultana

Bioimage processing and analysis

faculty

Ms. Vidya H. T.

Annotation of images based on localization and recognition of text

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Research Publications

Authors: B. J. Sandesh, G. Srinivasa,

Authors: S. Madireddi, B. Kumar, G. Srinivasa,

Authors: S. Bairavi, M. Hegde, G. Srinivasa,

Authors: G. P. Ravi, B. J. Sandesh, G. Srinivasa,

View All 8 Publications

Tools & Technologies

Software Tools 5

MATLAB

is used for a range of applications, including video, image and audio signal processing, modeling of data, etc.

Python (together with NLTK)

is used principally for natural language processing and subsequent information retrieval/ data mining.

Technologies 4

Pattern recognition Image and video processing and analysis Natural language processing Data Mining

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