Welcome to Vision and Network Analytics Laboratory




VISHNA LAB


With focus on digital buildings, digital campus and digital city, this lab has been setup in 2017 by the Department of Computer Science and Engineering with funding from Department of Science and Technology, Government of India under project id: F.NO NRDMS/01/175/016 G & C.



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About Us

The VIShNA lab is equipped with specialised high-end computing servers, GPU workstations, and computing devices suitable for running image and video applications. With cameras fitted in various building locations, real-time data in the form of video and images is acquired and stored on a server for further analysis. Thermal image acquisition systems are available to develop a variety of applications. The VIShNA lab has plenty of streams, including Computer Vision Algorithms for real-time applications, Medical Image processing, and Health Care analytics, Developing detection and tracking algorithms for asset analysis, thermal image camera analysis, hyperspectral image analysis, deep learning architectures, transfer learning models, video analytics approach for real-time problems, biometric algorithms, satellite image analysis – change detection, object detection and tracking, developing algorithms to increase user and node security and trust. VIShNA Collaborations With Organizations/Industries like UPC, Aravind Eye Care System, IBM, Multicoreware, Kerala Agricultural University, Datafoundry, and the Indian Department of Science and Technology.

  • Algorithms for identifying unexpected events like locating crowded areas, fire detection, rain detection, smoke detection, electrical burst, and water burst in a given building.
  • Algorithms for identifying major assets and tracking their movement from one place to another from time to time (spatiotemporal) in this environment.

Current/Future Events

Experience learning that is

Engaging



Core Strength of our lab

  • Computer Vision Algorithms for real time application​
  • Medical Image processing and Health care analytics
  • Developing algorithms for detection and Tracking for Asset Analysis
  • Thermal Image Camera Analysis
  • Hyperspectral Image analysis
  • Deep learning Architectures
  • Transfer learning Models Video Analytics approach for real time problems
  • BioMetric Algorithms Satellite Image Analysis- change detection
  • Object detection and tracking​ Developing Algorithms for increasing the security and trust among users and nodes
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Our Collaborators

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Frequently Asked Questions (FAQs)

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This is Vision and Network analysis lab.Vision Network Analysis is a program for planning, design and evaluation of power systems. The package makes it easy to perform load flow, short-circuit and dynamic calculations, also fault and reliability analyses. Additionally, Vision Network Analysis allows the user to simulate the operation of protection features.

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Computer Vision Algorithms for real time application​ Medical Image processing and Health care analytics​ Developing algorithms for detection and Tracking for Asset Analysis​ Thermal Image Camera Analysis ​ Hyperspectral Image analysis​ and many more..​

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  1. Dr.T.Senthil Kumar
  2. Dr.Sikha O K

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A framework for event modeling and detection for Smart Buildings using Vision Systems​ DST(NRDMS)
Fund Value: 43.86 lakhs

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  1. Multi-Pose Disguised Face Recognition.​ Datafoundary –​ Fund Value : 15 lakhs ​
  2. Query Based Extractive Text Summarization Over Legal Documents Using Deep Learning​ Datafoundary –​ Fund Value : 15 lakhs ​ ​
  3. Artificial Intelligence (AI) for Education and Sustainable Development.​ SONY –​ Fund Value : 18 lakhs ​ ​

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These are the research areas in Vishna Lab

  1. Computer Vision
  2. Satillite Imaging
  3. Medical Imaging
  4. Precision Agriculture
  5. Video Analytics
  6. Network Data Analytics and Visualization ​







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