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The recognition and understanding of traffic incidents, particularly traffic accidents, is a topic of paramount importance in the realm of intelligent transportation systems and intelligent vehicles.
“Missed the intersection and caused a rear-end collision”, https://www.bilibili.com/video/BV12U4y157gs/?spm_id_from=333.337.search-card.all.click&vd_source=25b99882205bf99d791a8ceaea5664b9 , 2021
2021
Earlier work this paper cites.
Li Xu, He Huang and Jun Liu · 2021
Earlier work this paper cites.
“A9-Dataset: Multi-Sensor Infrastructure-Based Dataset for Mobility Research”, 2022
Christian Creß et al · 2022
Earlier work this paper cites.
“Vehicle Suddenly Explodes on Highway (Surveillance View)”, https://www.bilibili.com/video/BV1Rg411o7p8/?spm_id_from=333.337.search-card.all.click&vd_source=25b99882205bf99d791a8ceaea5664b9 , 2022
2022
Earlier work this paper cites.
“TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance”, 2022
Yajun Xu, Chuwen Huang, Yibing Nan and Shiguo Lian · 2022
Earlier work this paper cites.
“Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer”, 2023
Guangyi Chen et al · 2023
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“Visual Instruction Tuning”, 2023
Haotian Liu, Chunyuan Li, Qingyang Wu and Yong Lee · 2023
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“GPT-4 Technical Report”, 2023
OpenAI · 2023
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“GPT-4V(ision) System Card”
OpenAI · 2023
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“Gemini: A Family of Highly Capable Multimodal Models”, 2023
Gemini Team et al · 2023
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“Llama 2: Open Foundation and Fine-Tuned Chat Models”, 2023
Hugo Touvron et al · 2023
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“LLaMA: Open and Efficient Foundation Language Models”, 2023
“Traffic accidents (warning function)”, https://www.bilibili.com/video/BV1EM411Y7ZE/?spm_id_from=333.337.search-card.all.click&vd_source=25b99882205bf99d791a8ceaea5664b9 , 2023
2023
Later among the works it cites.
Licheng Wen et al · 2023
Later among the works it cites.
“The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)”, 2023
Zhengyuan Yang et al · 2023
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“Vision Language Models in Autonomous Driving and Intelligent Transportation Systems”, 2023
Xingcheng Zhou et al · 2023
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“MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models”, 2023
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Hugo Touvron et al · 2023
Cited alongside, same era.
“Providentia++ Project”, https://innovation-mobility.com/en/project-providentia/
Cited in the paper.
Deyao Zhu et al · 2023
Later among the works it cites.