Dimensionality Reduction for Image Features using Deep Learning and Autoencoders
Author:
Affiliation:
1. Klagenfurt University, Klagenfurt, Austria
2. Neapolis University Pafos, Cyprus, Paphos, Cyprus
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3095713.3095737
Reference19 articles.
1. Representing shape with a spatial pyramid kernel
2. S. A. Chatzichristofis and Y. S. Boutalis . CEDD: Color and edge directivity descriptor. a compact descriptor for image indexing and retrieval. In A. Gasteratos M. Vincze and J. Tsotsos editors Proceedings of the 6th International Conference on Computer Vision Systems ICVS 2008 volume 5008 of LNCS pages 312 -- 322 Santorini Greece May 2008. Springer . S. A. Chatzichristofis and Y. S. Boutalis. CEDD: Color and edge directivity descriptor. a compact descriptor for image indexing and retrieval. In A. Gasteratos M. Vincze and J. Tsotsos editors Proceedings of the 6th International Conference on Computer Vision Systems ICVS 2008 volume 5008 of LNCS pages 312--322 Santorini Greece May 2008. Springer.
3. F. Chollet. Keras. https://github.com/fchollet/keras 2015. F. Chollet. Keras. https://github.com/fchollet/keras 2015.
4. Features for image retrieval: an experimental comparison
5. Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Cited by 29 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Data augmentation for Gram-stain images based on Vector Quantized Variational AutoEncoder;Neurocomputing;2024-10
2. HADTF: a hybrid autoencoder–decision tree framework for improved RPL-based attack detection in IoT networks based on enhanced feature selection approach;The Journal of Supercomputing;2024-08-23
3. Deep learning-driven pavement crack analysis: Autoencoder-enhanced crack feature extraction and structure classification;Engineering Applications of Artificial Intelligence;2024-06
4. GenCoder: A Novel Convolutional Neural Network Based Autoencoder for Genomic Sequence Data Compression;IEEE/ACM Transactions on Computational Biology and Bioinformatics;2024-05
5. Reducing redundancy in the bottleneck representation of autoencoders;Pattern Recognition Letters;2024-02
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3