Search Results - "Bansal, Siddhant"
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1
The sensitivity of a honeybee colony to worker mortality depends on season and resource availability
Published in BMC evolutionary biology (29-10-2020)“…Abstract Background Honeybees have extraordinary phenotypic plasticity in their senescence rate, making them a fascinating model system for the evolution of…”
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Journal Article -
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An Outlook into the Future of Egocentric Vision
Published in International journal of computer vision (01-11-2024)“…What will the future be? We wonder! In this survey, we explore the gap between current research in egocentric vision and the ever-anticipated future, where…”
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Journal Article -
3
Ego4D: Around the World in 3,000 Hours of Egocentric Video
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2022)“…We introduce Ego4D, a massive-scale egocentric video dataset and benchmark suite. It offers 3,670 hours of dailylife activity video spanning hundreds of…”
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Conference Proceeding -
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United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning from Videos
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03-01-2024)“…Given multiple videos of the same task, procedure learning addresses identifying the key-steps and determining their order to perform the task. For this…”
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Conference Proceeding -
5
Ego4D: Around the World in 3,000 Hours of Egocentric Video
Published in IEEE transactions on pattern analysis and machine intelligence (26-07-2024)“…We introduce Ego4D, a massive-scale egocentric video dataset and benchmark suite. It offers 3,670 hours of daily-life activity video spanning hundreds of…”
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Journal Article -
6
Mitral Valve Orifice Area , Left Atrial Size and Pressure – A Deadly Combination in Atrial Fibrillation : A Hypothesis
Published 01-01-2018“…BackgroundLiterature evidence indicates increased prevalence of AF in patients with rheumatic heart disease, especially in those with mitral stenosis and…”
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Dissertation -
7
Improving Word Recognition using Multiple Hypotheses and Deep Embeddings
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10-01-2021)“…We propose a novel scheme for improving the word recognition accuracy using word image embeddings. We use a trained text recognizer, which can predict multiple…”
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Conference Proceeding -
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Making AI 'Smart': Bridging AI and Cognitive Science
Published 31-12-2021“…The last two decades have seen tremendous advances in Artificial Intelligence. The exponential growth in terms of computation capabilities has given us hope of…”
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Journal Article -
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HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision
Published 15-04-2024“…Large Vision Language Models (VLMs) are now the de facto state-of-the-art for a number of tasks including visual question answering, recognising objects, and…”
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Journal Article -
10
United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning from Videos
Published 06-11-2023“…Given multiple videos of the same task, procedure learning addresses identifying the key-steps and determining their order to perform the task. For this…”
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Journal Article -
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My View is the Best View: Procedure Learning from Egocentric Videos
Published 22-07-2022“…Procedure learning involves identifying the key-steps and determining their logical order to perform a task. Existing approaches commonly use third-person…”
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Journal Article -
12
Comparative analysis of joint encryption and watermarking algorithms for security of biomedical images
Published in 2017 7th International Conference on Cloud Computing, Data Science & Engineering - Confluence (01-01-2017)“…The security of multimedia content such as images while transmission is a cause of concern in current times. Traditional watermarking techniques help in…”
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Conference Proceeding -
13
Improving Word Recognition using Multiple Hypotheses and Deep Embeddings
Published 27-10-2020“…We propose a novel scheme for improving the word recognition accuracy using word image embeddings. We use a trained text recognizer, which can predict multiple…”
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Journal Article -
14
An Outlook into the Future of Egocentric Vision
Published 14-08-2023“…What will the future be? We wonder! In this survey, we explore the gap between current research in egocentric vision and the ever-anticipated future, where…”
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Journal Article -
15
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval
Published 01-07-2020“…Recognition and retrieval of textual content from the large document collections have been a powerful use case for the document image analysis community. Often…”
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Journal Article -
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AGDC: Automatic Garbage Detection and Collection
Published 16-08-2019“…Waste management is one of the significant problems throughout the world. Contemporaneous methods find it difficult to manage the volume of solid waste…”
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Journal Article -
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Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16-06-2024)“…We present Ego-Exo4D, a diverse, large-scale multi-modal multiview video dataset and benchmark challenge. Ego-Exo4D centers around simultaneously-captured…”
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Conference Proceeding -
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Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
Published 30-11-2023“…We present Ego-Exo4D, a diverse, large-scale multimodal multiview video dataset and benchmark challenge. Ego-Exo4D centers around simultaneously-captured…”
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Journal Article -
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Ego4D: Around the World in 3,000 Hours of Egocentric Video
Published 13-10-2021“…We introduce Ego4D, a massive-scale egocentric video dataset and benchmark suite. It offers 3,670 hours of daily-life activity video spanning hundreds of…”
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Journal Article