Vista Logo
Visual Intelligence, Learning and their Societal Impact Applications

Nestled within the vibrant academic landscape of the Indian Institute of Science (IISc), VISTA lab aims to advance cutting-edge research in the area of information and decision systems, unsupervised learning, graph machine learning, computer vision, and to apply these methods to tackle complex challenges across diverse societal domains, including transportation, environment, finance, energy systems, social networks, and healthcare.

As technology rapidly evolves in areas like IoT, big data, communications, computing, crowd sensing, and social networking, it generates vast amounts of data that hold the potential for new insights. Our research focuses on understanding and analyzing this data, overcoming challenges related to scale, velocity, heterogeneity, and complexity, to extract clear and actionable insights.

Our team, consisting of seasoned experts and dynamic young scholars, is dedicated to advancing the frontiers of data science and artificial intelligence. Every project we embark on is fueled by a deep passion for knowledge and a commitment to crafting cutting-edge solutions. At the VISTA Lab, we are committed to nurturing a collaborative and inclusive research culture.

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

image

CycloAI

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

image

TrafficBrain

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

image

Vehicle ReID

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

image

Deep-Clustering

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

image

AML Watchdog

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

image

VehicleSec

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

image

Indian ADAS

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

image

CityWatch

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

image

UPGRID

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

image

Wreck Analyzer

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

image

RoadDNA

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

image

Driver-Vehicle Interaction

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

image

Driver DNA

oiZaiZv10bEeqV7aRZu7yluykVAzm91DJX7p91V7xPatTeLQ72TFGdrdGrKto1PpWxTBeyG0j5M6JPAdTO4TMN4acLFYiyogZjSB5CteNCRTJveRclDlMfhSxE0NJK4EoLTPHc8g22w1iDpv1jdcqXeHfkZQ4VvHf9oPoqLVAyWdHtkDzPDMMA3rleGdD1qkecdd9nu6vPs4Ae7LDC6yaigjTkY0XkzHbHHClZu93V4PbSd70OoWz3GP4Q6FYE5xPwtcIGWKAJ5KnUCOl7g2VEFiIIDxtBRjKfGAtrYD1MXxIaL10quH6yDfG7fCu2xJjMijI5A55hvLapZ6ovSl2YoVd1QEnA09J4XNGuHC61BXJBmjnnixstHeAtjoq2ZIoDOyDonqP79EzqTun5rxDjqNfJdUW55vjKjeiBVx87NRZUAX22fSuTeprZmicoCyAnGwiYBCEuWl4i8VirruXdm6MDPKyc2Wk2UsJgg4oa4Xqz7N8WYW5d0J2jcAD6jeDOLnOmeJNQw91IhADhAYhRCA5L0OjFlCeNhNso55hxzCablaiGk17WZmms9ORcT5xCSGFAf1wiPhl6Rej19lVBlJViSr3kGV97uT2lFlSWElq4VoRtCjUZIeNdkS1aKa9aOMloT5Cfc5ntYIn6bX9BTj3zAP4zCB0XJdaUBK3BhJR4Fpv1Jt4jnRcCffV1hIWc5NlAFaSN5WXAPI7UyT0sxH6CGm9CJK27fjiuOrPzFrJGMu8h7HPiw9wWcwJCsvGtTvWMDdlcGIjLYu3sPW7KTJCclOO6ESshHW4N66lrzWdGnWP03DdJ2bKPiFaDas9GqWCZKdlS5CyWtohrrEF7CGXG6yNzgyPqErJolGIAdLaK6IC9mwC3kxt92vZ6P62KYmjSUihKJHIpMeQeJdDyVAUilTsOgRJLZsS9uWUJ9O37cmfDeSJZ4fvxfYhZPRwmLSwBrUoxaZGn32Q4DUAQVx2rwOZisUtR7PMIrnJRZv5Ij9AJ9lX8cxKlamL1swciM0vViGFag4ktSi9nNzXTbtDbzh5RsDMLgTq3G0LSk2MmCfef1CsC34JWPVWvu8GA1q8QmCbWsHNImt6rZilKaCmJZTSkrAtNM9ixZHN8R0sCmc3xbLETBnsGW8ZByogFUlhhdMYibcQ1ri7lOHf8vlYKzjNcMML4ywhU937e9TZqi4SIHsRviA8IzR6qHBwr2fXoaQ2J3kaEHDDDBqWJfd1mbHLBlQX9ck2yjf729cIENqECun0RlPuogfYD5bU6Aa6vrKLhH0QNNEn4wHamMZMaGjs30bBHI3LSyNr0BJIaFbm4rSqJEQgnjGqI0JFtIAMzCKC1sZY8PodC0xvsvzrorHa8Q6kIHFJ3VRgbVkNY7wK2W1oZPQYcE0XIT2mIEx3ibxBXzajMtJHVistEtPOPkFoQjoSyIKn1yn5YINs8txbTEF7P6G7Y1pd9kRcRW2fUtZenZkEo9LuQEY7KKnkSU8

image

Spam Detection

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

image

Big Data Cluster Analysis

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

image

Traj-Pred

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

image

ST Estimation

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

image

Urban Sensing using IOT

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

image

Online Clustering

Collaborations
Academic
MIT
melbourn
Deakin
See more...
Industry
Tata
Volvo
Bosch
See more...
Government and PSU
ISRO
SERB
BE
See more...
Researchers
Publications

(Recent 20)

Positions Apply Hereright-arrow

We always seek outstanding candidates from a variety of backgrounds besides our specific position openings.

IndicesAllSince 2019
Citations650581
h-index1312
i10-index1414
20182019202020212022202320242025
News & Updates

VISTA Lab, IISc, 2024-25