Comput. Vis. Image Underst.最新文献

筛选
英文 中文
Multiscale features integration based multiple-in-single-out network for object detection 多尺度特征集成的多进单出目标检测网络
Comput. Vis. Image Underst. Pub Date : 2023-05-01 DOI: 10.2139/ssrn.4292741
K. Yang, Jide Li, Songmin Dai, Xiaoqiang Li
{"title":"Multiscale features integration based multiple-in-single-out network for object detection","authors":"K. Yang, Jide Li, Songmin Dai, Xiaoqiang Li","doi":"10.2139/ssrn.4292741","DOIUrl":"https://doi.org/10.2139/ssrn.4292741","url":null,"abstract":"","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72764357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation 基于迭代核重构和噪声估计的深度学习盲图像超分辨
Comput. Vis. Image Underst. Pub Date : 2023-05-01 DOI: 10.2139/ssrn.4327721
H. Ateş, S. Yildirim, B. Gunturk
{"title":"Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation","authors":"H. Ateş, S. Yildirim, B. Gunturk","doi":"10.2139/ssrn.4327721","DOIUrl":"https://doi.org/10.2139/ssrn.4327721","url":null,"abstract":"","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90998586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Local to non-local: Multi-scale progressive attention network for image restoration 局部到非局部:用于图像恢复的多尺度渐进注意网络
Comput. Vis. Image Underst. Pub Date : 2023-05-01 DOI: 10.2139/ssrn.4212344
Lili Shen, Bo Zhao, Qunxia Li, Chuhe Zhang, Bo Peng
{"title":"Local to non-local: Multi-scale progressive attention network for image restoration","authors":"Lili Shen, Bo Zhao, Qunxia Li, Chuhe Zhang, Bo Peng","doi":"10.2139/ssrn.4212344","DOIUrl":"https://doi.org/10.2139/ssrn.4212344","url":null,"abstract":"","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90861497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthetic Data for Face Recognition: Current State and Future Prospects 人脸识别的合成数据:现状与未来展望
Comput. Vis. Image Underst. Pub Date : 2023-05-01 DOI: 10.48550/arXiv.2305.01021
F. Boutros, V. Štruc, Julian Fierrez, N. Damer
{"title":"Synthetic Data for Face Recognition: Current State and Future Prospects","authors":"F. Boutros, V. Štruc, Julian Fierrez, N. Damer","doi":"10.48550/arXiv.2305.01021","DOIUrl":"https://doi.org/10.48550/arXiv.2305.01021","url":null,"abstract":"Over the past years, deep learning capabilities and the availability of large-scale training datasets advanced rapidly, leading to breakthroughs in face recognition accuracy. However, these technologies are foreseen to face a major challenge in the next years due to the legal and ethical concerns about using authentic biometric data in AI model training and evaluation along with increasingly utilizing data-hungry state-of-the-art deep learning models. With the recent advances in deep generative models and their success in generating realistic and high-resolution synthetic image data, privacy-friendly synthetic data has been recently proposed as an alternative to privacy-sensitive authentic data to overcome the challenges of using authentic data in face recognition development. This work aims at providing a clear and structured picture of the use-cases taxonomy of synthetic face data in face recognition along with the recent emerging advances of face recognition models developed on the bases of synthetic data. We also discuss the challenges facing the use of synthetic data in face recognition development and several future prospects of synthetic data in the domain of face recognition.","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75670352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
M2FINet: Modality-specific and Modality-shared Features Interaction Network for RGB-IR Person Re-Identification 面向RGB-IR人员再识别的模态特定和模态共享特征交互网络
Comput. Vis. Image Underst. Pub Date : 2023-04-01 DOI: 10.2139/ssrn.4223285
Jianan Liu, Jian Liu, Q. Zhang
{"title":"M2FINet: Modality-specific and Modality-shared Features Interaction Network for RGB-IR Person Re-Identification","authors":"Jianan Liu, Jian Liu, Q. Zhang","doi":"10.2139/ssrn.4223285","DOIUrl":"https://doi.org/10.2139/ssrn.4223285","url":null,"abstract":"","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81234356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A novel facial expression recognition algorithm using geometry β -skeleton in fusion based on deep CNN 基于深度CNN的几何β -骨架融合面部表情识别新算法
Comput. Vis. Image Underst. Pub Date : 2023-04-01 DOI: 10.2139/ssrn.4268767
Abbas Issa Jabbooree, L. M. Khanli, P. Salehpour, Shahin Pourbahrami
{"title":"A novel facial expression recognition algorithm using geometry β -skeleton in fusion based on deep CNN","authors":"Abbas Issa Jabbooree, L. M. Khanli, P. Salehpour, Shahin Pourbahrami","doi":"10.2139/ssrn.4268767","DOIUrl":"https://doi.org/10.2139/ssrn.4268767","url":null,"abstract":"","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84362343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Random image frequency aggregation dropout in image classification for deep convolutional neural networks 深度卷积神经网络图像分类中的随机图像频率聚集剔除
Comput. Vis. Image Underst. Pub Date : 2023-04-01 DOI: 10.2139/ssrn.4113647
Ju-Hyeon Nam, Sang-Chul Lee
{"title":"Random image frequency aggregation dropout in image classification for deep convolutional neural networks","authors":"Ju-Hyeon Nam, Sang-Chul Lee","doi":"10.2139/ssrn.4113647","DOIUrl":"https://doi.org/10.2139/ssrn.4113647","url":null,"abstract":"","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87178147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tractable large-scale deep reinforcement learning 可处理的大规模深度强化学习
Comput. Vis. Image Underst. Pub Date : 2023-04-01 DOI: 10.2139/ssrn.4121080
Nima Sarang, Charalambos (Charis) Poullis
{"title":"Tractable large-scale deep reinforcement learning","authors":"Nima Sarang, Charalambos (Charis) Poullis","doi":"10.2139/ssrn.4121080","DOIUrl":"https://doi.org/10.2139/ssrn.4121080","url":null,"abstract":"","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83419517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SCA-Net: Spatial and channel attention-based network for 3D point clouds 基于空间和通道注意力的三维点云网络
Comput. Vis. Image Underst. Pub Date : 2023-04-01 DOI: 10.2139/ssrn.4313785
Xikai Tang, K. Habashy, Fangzheng Huang, Chao Li, D. Ban
{"title":"SCA-Net: Spatial and channel attention-based network for 3D point clouds","authors":"Xikai Tang, K. Habashy, Fangzheng Huang, Chao Li, D. Ban","doi":"10.2139/ssrn.4313785","DOIUrl":"https://doi.org/10.2139/ssrn.4313785","url":null,"abstract":"","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77491588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficient multi-stage network with pixel-wise degradation prediction for real-time motion deblurring 具有逐像素退化预测的高效多阶段网络用于实时运动去模糊
Comput. Vis. Image Underst. Pub Date : 2023-04-01 DOI: 10.2139/ssrn.4243559
Zeyu Hao, Hang Wang, Xuchong Zhang, Yuhai Li, Hongbin Sun
{"title":"Efficient multi-stage network with pixel-wise degradation prediction for real-time motion deblurring","authors":"Zeyu Hao, Hang Wang, Xuchong Zhang, Yuhai Li, Hongbin Sun","doi":"10.2139/ssrn.4243559","DOIUrl":"https://doi.org/10.2139/ssrn.4243559","url":null,"abstract":"","PeriodicalId":10549,"journal":{"name":"Comput. Vis. Image Underst.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82943199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信