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Akshay Gopalkrishnan

Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving

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Mar 28, 2024
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Vision-based Analysis of Driver Activity and Driving Performance Under the Influence of Alcohol

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Sep 14, 2023
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Robust Detection, Assocation, and Localization of Vehicle Lights: A Context-Based Cascaded CNN Approach and Evaluations

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Jul 27, 2023
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Patterns of Vehicle Lights: Addressing Complexities in Curation and Annotation of Camera-Based Vehicle Light Datasets and Metrics

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Jul 26, 2023
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Robust Traffic Light Detection Using Salience-Sensitive Loss: Computational Framework and Evaluations

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May 08, 2023
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Pedestrian Behavior Maps for Safety Advisories: CHAMP Framework and Real-World Data Analysis

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May 08, 2023
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Multi-View Ensemble Learning With Missing Data: Computational Framework and Evaluations using Novel Data from the Safe Autonomous Driving Domain

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Jan 30, 2023
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Salient Sign Detection In Safe Autonomous Driving: AI Which Reasons Over Full Visual Context

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Jan 18, 2023
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CHAMP: Crowdsourced, History-Based Advisory of Mapped Pedestrians for Safer Driver Assistance Systems

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Jan 18, 2023
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