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Akshay Gopalkrishnan
Akshay Gopalkrishnan
Verified email at ucsd.edu - Homepage
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Year
Robust Traffic Light Detection Using Salience-Sensitive Loss: Computational Framework and Evaluations
R Greer, A Gopalkrishnan, J Landgren, L Rakla, A Gopalan, M Trivedi
2023 IEEE Intelligent Vehicles Symposium (IV), 2023
7*2023
Salient sign detection in safe autonomous driving: Ai which reasons over full visual context
R Greer, A Gopalkrishnan, N Deo, A Rangesh, M Trivedi
27th Enhanced Safety of Vehicles Conference, 2023, 2023
72023
Patterns of vehicle lights: Addressing complexities of camera-based vehicle light datasets and metrics
R Greer, A Gopalkrishnan, M Keskar, MM Trivedi
Pattern Recognition Letters 178, 209-215, 2024
42024
Multi-view ensemble learning with missing data: Computational framework and evaluations using novel data from the safe autonomous driving domain
R Greer, L Rakla, A Gopalkrishnan, M Trivedi
arXiv preprint arXiv:2301.12592, 2023
42023
Champ: Crowdsourced, history-based advisory of mapped pedestrians for safer driver assistance systems
R Greer, L Rakla, S Desai, A Alofi, A Gopalkrishnan, M Trivedi
arXiv preprint arXiv:2301.05842, 2023
32023
Patterns of Vehicle Lights: Addressing Complexities in Curation and Annotation of Camera-Based Vehicle Light Datasets and Metrics
R Greer, A Gopalkrishnan, M Keskar, M Trivedi
arXiv preprint arXiv:2307.14521, 2023
12023
Pedestrian Behavior Maps for Safety Advisories: CHAMP Framework and Real-World Data Analysis
R Greer, S Desai, L Rakla, A Gopalkrishnan, A Alofi, M Trivedi
2023 IEEE Intelligent Vehicles Symposium (IV), 2023
12023
Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving
A Gopalkrishnan, R Greer, M Trivedi
arXiv preprint arXiv:2403.19838, 2024
2024
Robust Detection, Association, and Localization of Vehicle Lights: A Context-Based Cascaded CNN Approach and Evaluations
A Gopalkrishnan, R Greer, M Keskar, M Trivedi
arXiv preprint arXiv:2307:14571, 2023
2023
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