Different from other relevant datasets, TTPLA supports evaluation of instance segmentation, besides detection and semantic segmentation. To build a baseline for detection and segmentation tasks on TTPLA, we report the performance of several state-of-the-art deep learning models on our dataset. TTPLA...
所有数据集的输入大小设置为512x512。我们使用4xNVIDIA Tesla K80 GPU进行80k迭代,batch size大小为4。对于语义分割,我们选择ImageNet上预先训练的FCN (VGG-16)[7]作为我们的基线,并使用ResNet-101[19]基线进行进一步的对比实验。 D. Experiments on Vaihingen Dataset 1) Ablation Study for weight parameters and...
those images cover limited geographic areas and the evaluation procedure does not assess how the methods generalize to different contexts or more abstract semantic classes. > the image tiles tendtobe self-similar and with uniformcolorhistograms 所以,提出一个开放的数据集合: Dataset features: Coverage of...
In this paper we collect and release a new TT/PL Aerial-image (TTPLA) dataset, consisting of 1,100 images with the resolution of 3,840$imes$2,160 pixels, as well as manually labeled 8,987 instances of TTs and PLs. We develop novel policies for collecting, annotating, and labeling the...
> the image tiles tendtobe self-similar and with uniformcolorhistograms 所以,提出一个开放的数据集合: Dataset features: Coverage of 810 km² (405 km² for training and 405 km² for testing) Aerial orthorectified color imagery with a spatial resolution of 0.3 m ...
(2021). TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines. In: Ishikawa, H., Liu, CL., Pajdla, T., Shi, J. (eds) Computer Vision – ACCV 2020. ACCV 2020. Lecture Notes in Computer Science(), vol 12627. Springer, Cham. https://...