A Viewpoint Aware Multi-Task Learning Framework for Fine-Grained Vehicle Recognition
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DOI: 10.1109/access.2020.3024658
Abstract: The goal of fine-grained vehicle recognition is to identify the exact subtype of the vehicle from a given image. It plays an important role in the intelligent traffic surveillance system. Although fine-grained vehicle recognition has… read more here.
Keywords: vehicle; task; fine grained; grained vehicle ... See more keywords
A Large-Scale Frontal Vehicle Image Dataset for Fine-Grained Vehicle Categorization
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DOI: 10.1109/tits.2020.3027451
Abstract: Fine-grained vehicle categorization has evolved into a significant subject of study due to its importance in the Intelligent Transportation System. A highly accurate and real-time vehicle categorization system will help to support many applications not… read more here.
Keywords: grained vehicle; fine grained; vehicle; vehicle categorization ... See more keywords
Few-Shot Class-Incremental Learning via Compact and Separable Features for Fine-Grained Vehicle Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3174662
Abstract: Most of the existing deep learning-based fine-grained vehicle recognition methods collect a large-scale training set in advance and train a model based on the closed-world assumption. However, in the real world, new classes of vehicles… read more here.
Keywords: compact separable; grained vehicle; class; incremental learning ... See more keywords