A large-scale frontal vehicle image dataset for fine-grained vehicle categorization

L Lu, P Wang, H Huang - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
… on the finegrained vehicle analysis, we have collected a large-scale vehicle image dataset
… To make a better exploration of the fine-grained vehicle analysis, a large-scale dataset that …

Fine-grained vehicle type detection and recognition based on dense attention network

X Ke, Y Zhang - Neurocomputing, 2020 - Elsevier
Vehicle detection and recognition … vehicle datasets and high similarity of fine-grained vehicle
types. In terms of the scarcity of vehicle datasets, this study proposes a strategy of collecting

Multi-path deep cnns for fine-grained car recognition

H Wang, J Peng, Y Zhao, X Fu - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… whole car, car front and car logo, which is for fine-grained car … on fine-grained car recognition,
we collect a large-scale car … , we collected a large-scale dataset named MPF-Cars, which …

Fine-grained vehicle classification with channel max pooling modified CNNs

Z Ma, D Chang, J Xie, Y Ding, S Wen… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Cars196 dataset is collected with the web-images from multi-views. The CompCars dataset
… Tang, “A large-scale car dataset for fine-grained categorization and verification,” in Proc. …

FAIR1M: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery

X Sun, P Wang, Z Yan, F Xu, R Wang, W Diao… - ISPRS Journal of …, 2022 - Elsevier
dataset is intended to provide a large-scale fine-grained object … dataset is a challenging
and large-scale dataset aimed at … , which promotes the development of fine-grained vehicle

Drive&act: A multi-modal dataset for fine-grained driver behavior recognition in autonomous vehicles

M Martin, A Roitberg, M Haurilet… - Proceedings of the …, 2019 - openaccess.thecvf.com
… To tackle the lack of domain-specific action recognition benchmarks, we collect and publicly
release the Drive&Act dataset, … We present the first large-scale dataset for driver activity …

A fine-grained dataset and its efficient semantic segmentation for unstructured driving scenarios

KA Metzger, P Mortimer… - 2020 25th International …, 2021 - ieeexplore.ieee.org
… The data was collected using the autonomous vehicle MuCAR-3 [33]. Our vision system is
dataset but exclude rare classes. Thus we only use the classes car and bus from the vehicle

From the whole to detail: Progressively sampling discriminative parts for fine-grained recognition

C Guo, Y Lin, S Chen, Z Zeng, M Shao, S Li - Knowledge-Based Systems, 2022 - Elsevier
… Our method first amplifies the object (eg, bird, car) from the … model designs and large-scale
datasets (eg ImageNet [1]), … present large scale, while the size of targets in bird dataset are …

Graph-based high-order relation discovery for fine-grained recognition

Y Zhao, K Yan, F Huang, J Li - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
… Stanford-Cars [25] is a realworld dataset composed of 196 car categories. While the CUB …
recognition app and large scale dataset with citizen scientists: The fine print in fine-grained

Global topology constraint network for fine-grained vehicle recognition

Y Xiang, Y Fu, H Huang - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
… pre-trained from large-scale dataset called ImageNet[19], … mechanism for building large
scale car dataset of different views. … We collect all parts with K different ways so as to let each of …