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Generative Adversarial Networks for Biomedical Imaging 用于生物医学成像的生成对抗网络
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-09-16 DOI: 10.1109/mmul.2024.3448100
Sristi Dakshit, Balakrishnan Prabhakaran
{"title":"Generative Adversarial Networks for Biomedical Imaging","authors":"Sristi Dakshit, Balakrishnan Prabhakaran","doi":"10.1109/mmul.2024.3448100","DOIUrl":"https://doi.org/10.1109/mmul.2024.3448100","url":null,"abstract":"GANs are a class of machine learning framework that are used to generate new data instances that resemble the training data. First proposed by Goodfellow et al.,1 the GAN architecture (Figure 1) typically consists of two separate competing adversarial neural networks that learn from each other. The two neural networks in a GAN model are a generator model, which creates new synthetic data samples, and a discriminator model, which evaluates the synthetic samples generated by the generator model against real data samples. The evaluation of synthetic data by the discriminator helps the generator create better and more realistic, accurate samples. As the generator improves, so does the discriminator, enabling effective learning with the aim of producing synthetic data that are so realistic that the discriminator cannot tell if they are real or fake.","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"8 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142259722","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-performance Embedded System Design for QR Code Recognition with Deep Learning 利用深度学习实现二维码识别的高性能嵌入式系统设计
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-09-13 DOI: 10.1109/mmul.2024.3459003
Wencheng Gu, Li Sun, Zhipeng Jiang, Kexue Sun
{"title":"High-performance Embedded System Design for QR Code Recognition with Deep Learning","authors":"Wencheng Gu, Li Sun, Zhipeng Jiang, Kexue Sun","doi":"10.1109/mmul.2024.3459003","DOIUrl":"https://doi.org/10.1109/mmul.2024.3459003","url":null,"abstract":"","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"4 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142259723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Terrain Segmentation Network in Wild Environments with Hybrid Plus Downsampling 野外环境中的地形分割网络与混合加下采样技术
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-08-22 DOI: 10.1109/mmul.2024.3442306
Wei Li, Muxin Liao, Guoguang Hua, Yuhang Zhang, Wenbin Zou
{"title":"Terrain Segmentation Network in Wild Environments with Hybrid Plus Downsampling","authors":"Wei Li, Muxin Liao, Guoguang Hua, Yuhang Zhang, Wenbin Zou","doi":"10.1109/mmul.2024.3442306","DOIUrl":"https://doi.org/10.1109/mmul.2024.3442306","url":null,"abstract":"","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"7 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142205512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Robust Color Image Hashing with NMF and Saliency Map for Copy Detection 利用 NMF 和 Saliency Map 进行鲁棒彩色图像散列以检测副本
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-07-25 DOI: 10.1109/mmul.2024.3429344
Hanyun Zhang, Zhenjun Tang, Mengzhu Yu, Xiaoping Liang, Xianquan Zhang
{"title":"Robust Color Image Hashing with NMF and Saliency Map for Copy Detection","authors":"Hanyun Zhang, Zhenjun Tang, Mengzhu Yu, Xiaoping Liang, Xianquan Zhang","doi":"10.1109/mmul.2024.3429344","DOIUrl":"https://doi.org/10.1109/mmul.2024.3429344","url":null,"abstract":"","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"424 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141780901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of an Image Encryption Algorithm Based on Compressed Sensing and Chaotic Mapping 开发基于压缩传感和混沌映射的图像加密算法
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-07-18 DOI: 10.1109/mmul.2024.3428484
Shaohui Yan, Yu Cui, Lin Li, Yuyan Zhang, Defeng Jiang, Hanbing Zhang
{"title":"Development of an Image Encryption Algorithm Based on Compressed Sensing and Chaotic Mapping","authors":"Shaohui Yan, Yu Cui, Lin Li, Yuyan Zhang, Defeng Jiang, Hanbing Zhang","doi":"10.1109/mmul.2024.3428484","DOIUrl":"https://doi.org/10.1109/mmul.2024.3428484","url":null,"abstract":"","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"136 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141739960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
STVS: Spatio-Temporal feature fusion for Video Summarization STVS：用于视频摘要的时空特征融合
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-07-17 DOI: 10.1109/mmul.2024.3428933
Shamal Kashid, Lalit K. Awasthi, Krishan Berwal, Parul Saini
{"title":"STVS: Spatio-Temporal feature fusion for Video Summarization","authors":"Shamal Kashid, Lalit K. Awasthi, Krishan Berwal, Parul Saini","doi":"10.1109/mmul.2024.3428933","DOIUrl":"https://doi.org/10.1109/mmul.2024.3428933","url":null,"abstract":"","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"32 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141745880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Computing Edge 计算边缘
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-07-11 DOI: 10.1109/mmul.2024.3414103
{"title":"Computing Edge","authors":"","doi":"10.1109/mmul.2024.3414103","DOIUrl":"https://doi.org/10.1109/mmul.2024.3414103","url":null,"abstract":"","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"34 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141610229","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Career Accelerating Opportunities 职业加速机会
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-07-11 DOI: 10.1109/mmul.2024.3414102
{"title":"Career Accelerating Opportunities","authors":"","doi":"10.1109/mmul.2024.3414102","DOIUrl":"https://doi.org/10.1109/mmul.2024.3414102","url":null,"abstract":"","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"17 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141610242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Get Published in the New IEEE Transactions on Privacy 在新的《IEEE 隐私论文集》上发表文章
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-07-11 DOI: 10.1109/mmul.2024.3414101
{"title":"Get Published in the New IEEE Transactions on Privacy","authors":"","doi":"10.1109/mmul.2024.3414101","DOIUrl":"https://doi.org/10.1109/mmul.2024.3414101","url":null,"abstract":"","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"48 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141610235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Transactions on Sustainable Computing 电气和电子工程师学会可持续计算论文集
IF 3.2 4区 计算机科学
IEEE MultiMedia Pub Date : 2024-07-11 DOI: 10.1109/mmul.2024.3414107
{"title":"IEEE Transactions on Sustainable Computing","authors":"","doi":"10.1109/mmul.2024.3414107","DOIUrl":"https://doi.org/10.1109/mmul.2024.3414107","url":null,"abstract":"","PeriodicalId":13240,"journal":{"name":"IEEE MultiMedia","volume":"22 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141610241","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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