Detailed Information
Cited 0 time in 
Cited 0 time in 
Cited 0 time in
Metadata Downloads
Weather Classification using Convolutional Neural Networks
- Issue Date
- 2019
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Keywords
- Convolutional neural networks; Deep learning; Image classification; Vision
- Citation
- Proceedings - International SoC Design Conference 2018, ISOCC 2018, pp.245 - 246
- Indexed
- SCOPUS
- Journal Title
- Proceedings - International SoC Design Conference 2018, ISOCC 2018
- Start Page
- 245
- End Page
- 246
- ISSN
- 0000-0000
- Abstract
- Deep learning is one of the most popular fields in recent years and is applicable to many fields, such as computer vision and image processing. In this paper, we describe a new weather image classification technique using Alexnet and Resnet convolutional neural networks (CNN) combined with a multi- class Support Vector Machine (SVM). Experimental results in weather database, desnownet, and d-hazy datasets demonstrate that the proposed method achieves good performance in weather classification. © 2018 IEEE.
- Files in This Item
- There are no files associated with this item.
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.