Web6 apr 2024 · In addition, we perform several baseline experiments on the HFD100 dataset. Experimental results show that this dataset brings the challenges of inter and intra-class variance. We believe our HFD100 will facilitate future research on flower classification, spectral analysis of flowers and fine-grained classification. Web1 giu 1990 · In this paper, we collect a large-scale hyperspectral flower image dataset named HFD100 for flower classification. Specifically, it contains more than 10700 …
Efficient deep features selections and classification for …
WebFlowers have great cultural value, economic value and ecological value in our life. Accurate classification of flowers facilitates various applications of flowers. However, existing datasets for the visual classification task mainly focus on common RGB images. It limits the application of powerful deep learning techniques deep learning techniques Web1 giu 2024 · Specifically, it contains more than 10700 hyperspectral images which belong to 100 categories. In addition, we perform several baseline experiments on the HFD100 … esl public speaking activities
Cost-sensitive stacked sparse auto-encoder models to detect …
WebInspired by the recently developed Compressed Sensing (CS) theory, this study advances a sparse Spatial-Spectral Least Square Support Vector Machine (… Web13 ago 2024 · Open Access Deep learning-based methods based on convolutional neural networks (CNNs) have demonstrated remarkable performance in hyperspectral image (HSI) classification. Most of these approaches are only based on 2-D CNN or 3-D CNN. It is dramatic from the literature that using just 2-D CNN may result in missing channel … Web1 mar 2024 · In this work, a multi-branch fusion network model is proposed for HSI classification. The proposed CNN integrates multiple branches on an original CNN and introduces 1 × 1 convolutional layer into the branches. For one thing, the branches expand the information flow of proposed CNN and allow the proposed CNN to learn integrated … esl pubg twitter