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Retracted: Research on the Application of Environmental Art Design Based on the Combination of VR and Panoramic Video Technology 撤下:基于VR与全景视频技术结合的环境艺术设计应用研究
4区 计算机科学
Scientific Programming Pub Date : 2023-08-09 DOI: 10.1155/2023/9831013
Scientific Programming
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引用次数: 0
Retracted: SLAM 3D Digital Terrain Mapping with SqueezeNet Driven by Road Traffic Data 撤下:道路交通数据驱动的SLAM三维数字地形制图
4区 计算机科学
Scientific Programming Pub Date : 2023-08-09 DOI: 10.1155/2023/9789583
Scientific Programming
{"title":"Retracted: SLAM 3D Digital Terrain Mapping with SqueezeNet Driven by Road Traffic Data","authors":"Scientific Programming","doi":"10.1155/2023/9789583","DOIUrl":"https://doi.org/10.1155/2023/9789583","url":null,"abstract":"<jats:p />","PeriodicalId":22091,"journal":{"name":"Scientific Programming","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42893307","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
Retracted: Analysis and Optimization of Online Music Teaching System Based on Dynamic Model 基于动态模型的在线音乐教学系统分析与优化
4区 计算机科学
Scientific Programming Pub Date : 2023-08-09 DOI: 10.1155/2023/9846576
Scientific Programming
{"title":"Retracted: Analysis and Optimization of Online Music Teaching System Based on Dynamic Model","authors":"Scientific Programming","doi":"10.1155/2023/9846576","DOIUrl":"https://doi.org/10.1155/2023/9846576","url":null,"abstract":"<jats:p />","PeriodicalId":22091,"journal":{"name":"Scientific Programming","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43451197","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
Retracted: Mind Map Construction for English Grammar Teaching Based on Knowledge Map 退缩：基于知识图谱的英语语法教学思维导图构建
4区 计算机科学
Scientific Programming Pub Date : 2023-08-09 DOI: 10.1155/2023/9758137
Scientific Programming
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引用次数: 0
Generative Deep Learning for Visual Animation in Landscapes Design 景观设计中视觉动画的生成式深度学习
4区 计算机科学
Scientific Programming Pub Date : 2023-08-08 DOI: 10.1155/2023/9443704
Peter Ardhianto, Y. P. Santosa, Christian Moniaga, Maya Putri Utami, Christine Dewi, Henoch Juli Christanto, Abbott Po Shun Chen
{"title":"Generative Deep Learning for Visual Animation in Landscapes Design","authors":"Peter Ardhianto, Y. P. Santosa, Christian Moniaga, Maya Putri Utami, Christine Dewi, Henoch Juli Christanto, Abbott Po Shun Chen","doi":"10.1155/2023/9443704","DOIUrl":"https://doi.org/10.1155/2023/9443704","url":null,"abstract":"The biggest challenge for architecture designers is the time required for the design process. Especially landscape architects who have different work limits from architects in general. In contrast to architects in general, who are assisted in producing design plans by building standards, building requirements, and space programs that adapt to the type of project being undertaken. At the same time, some design jobs demand high-productivity landscape animation presentation in a short time. The long process involved in designing animation often makes it difficult for designers to produce optimal work. This study proposes generative zooming animation with artificial intelligence support to shorten the designer’s work process and energy optimization. Deep learning with Vector Quantized Generative Adversarial Network and Contrastive Language-Image Pre-Training was used to generate alternative landscape designs from text prompt-based and compile them in animation. Our experiment shows that one frame can be generated roughly in 3.636 ± 0.089 s, which is significantly faster than the conventional method to create animation. Moreover, our method is able to achieve a good-quality image, which scored 3.2904 using inception score evaluation. The effectiveness of deep learning in visual landscape and animation creation can help designers speed up the design process. Furthermore, working time efficiency without compromising design quality will increase designer productivity and economic growth.","PeriodicalId":22091,"journal":{"name":"Scientific Programming","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47302632","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
A Novel Activation Function of Deep Neural Network 一种新的深度神经网络激活函数
4区 计算机科学
Scientific Programming Pub Date : 2023-08-04 DOI: 10.1155/2023/3873561
Xiangyang Lin, Qinghua Xing, Zhang Han, Chen Feng
{"title":"A Novel Activation Function of Deep Neural Network","authors":"Xiangyang Lin, Qinghua Xing, Zhang Han, Chen Feng","doi":"10.1155/2023/3873561","DOIUrl":"https://doi.org/10.1155/2023/3873561","url":null,"abstract":"In deep neural networks, the activation function is an important component. The most popular activation functions at the moment are Sigmoid, Sin, rectified linear unit (ReLU), and some variants of ReLU. However, each of them has its own weakness. To improve the network fitting and generalization ability, a new activation function, TSin, is designed. The basic design idea for TSin function is to rotate the Sin function 45° counterclockwise and then finetune it to give it multiple better properties needed as an activation function, such as nonlinearity, global differentiability, unsaturated property, zero-centered property, monotonicity, quasi identity transformation property, and so on. The first is a theoretical derivation of TSin function by formulas. Then three experiments are designed for performance test. The results show that compared with some popular activation functions, TSin has advantages in terms of training stability, convergence speed, and convergence precision. The study of TSin not only provides a new choice of activation function in deep learning but also provides a new idea for activation function design in the future.","PeriodicalId":22091,"journal":{"name":"Scientific Programming","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45357332","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
Retracted: Collocation Features in Translated Texts Based on English Analogy Corpus 基于英语类比语料库的译文搭配特征
4区 计算机科学
Scientific Programming Pub Date : 2023-08-02 DOI: 10.1155/2023/9763290
Scientific Programming
{"title":"Retracted: Collocation Features in Translated Texts Based on English Analogy Corpus","authors":"Scientific Programming","doi":"10.1155/2023/9763290","DOIUrl":"https://doi.org/10.1155/2023/9763290","url":null,"abstract":"<jats:p />","PeriodicalId":22091,"journal":{"name":"Scientific Programming","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43825838","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
Retracted: Processing of the Conceptual Semantics of Verbs and Clauses in English Learners under the Background of Wireless Communication and Artificial Intelligence 撤下:无线通信和人工智能背景下英语学习者动词和分句概念语义的加工
4区 计算机科学
Scientific Programming Pub Date : 2023-08-02 DOI: 10.1155/2023/9864635
Scientific Programming
{"title":"Retracted: Processing of the Conceptual Semantics of Verbs and Clauses in English Learners under the Background of Wireless Communication and Artificial Intelligence","authors":"Scientific Programming","doi":"10.1155/2023/9864635","DOIUrl":"https://doi.org/10.1155/2023/9864635","url":null,"abstract":"<jats:p />","PeriodicalId":22091,"journal":{"name":"Scientific Programming","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41751642","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
Retracted: Remote English Teaching Resource Sharing Based on Internet O2O Model 收回：基于互联网O2O模式的远程英语教学资源共享
4区 计算机科学
Scientific Programming Pub Date : 2023-08-02 DOI: 10.1155/2023/9782074
Scientific Programming
{"title":"Retracted: Remote English Teaching Resource Sharing Based on Internet O2O Model","authors":"Scientific Programming","doi":"10.1155/2023/9782074","DOIUrl":"https://doi.org/10.1155/2023/9782074","url":null,"abstract":"<jats:p />","PeriodicalId":22091,"journal":{"name":"Scientific Programming","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44034161","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
Retracted: Design of Packaging Design Evaluation Architecture Based on Deep Learning 撤下:基于深度学习的包装设计评价体系设计
4区 计算机科学
Scientific Programming Pub Date : 2023-08-02 DOI: 10.1155/2023/9791531
Scientific Programming
{"title":"Retracted: Design of Packaging Design Evaluation Architecture Based on Deep Learning","authors":"Scientific Programming","doi":"10.1155/2023/9791531","DOIUrl":"https://doi.org/10.1155/2023/9791531","url":null,"abstract":"<jats:p />","PeriodicalId":22091,"journal":{"name":"Scientific Programming","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45361635","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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