Pub Date : 2023-01-01DOI: 10.12677/jisp.2023.122010
飞燕 樊
{"title":"Research on Infrared Target Motion Detection Based on Artificial Compound Eye","authors":"飞燕 樊","doi":"10.12677/jisp.2023.122010","DOIUrl":"https://doi.org/10.12677/jisp.2023.122010","url":null,"abstract":"","PeriodicalId":69487,"journal":{"name":"图像与信号处理","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66119834","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}
Pub Date : 2023-01-01DOI: 10.12677/jisp.2023.122018
怡林 李
In order to measure the refractive index of transparent liquid quickly and accurately, a liquid refractive index measurement method based on digital image processing is proposed. Based on the principle of dynamic measurement based on experiment, this method theoretically derives the expression of liquid refractive index based on digital processing. For different kinds of transparent liquids, only one front image of the device is needed to obtain the refractive index of the liquid to be measured. The method is applied to the refractive index measurement of three common transparent liquids: water, peanut oil and 53˚ liquor at 20˚C. The results show that the average
{"title":"Liquid Refractive Index Measurement Based on Digital Image Processing","authors":"怡林 李","doi":"10.12677/jisp.2023.122018","DOIUrl":"https://doi.org/10.12677/jisp.2023.122018","url":null,"abstract":"In order to measure the refractive index of transparent liquid quickly and accurately, a liquid refractive index measurement method based on digital image processing is proposed. Based on the principle of dynamic measurement based on experiment, this method theoretically derives the expression of liquid refractive index based on digital processing. For different kinds of transparent liquids, only one front image of the device is needed to obtain the refractive index of the liquid to be measured. The method is applied to the refractive index measurement of three common transparent liquids: water, peanut oil and 53˚ liquor at 20˚C. The results show that the average","PeriodicalId":69487,"journal":{"name":"图像与信号处理","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66120082","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}
Pub Date : 2023-01-01DOI: 10.12677/jisp.2023.122020
水利 张
{"title":"Few-Shot Learning Method Based on Meta-Learning and Location Information","authors":"水利 张","doi":"10.12677/jisp.2023.122020","DOIUrl":"https://doi.org/10.12677/jisp.2023.122020","url":null,"abstract":"","PeriodicalId":69487,"journal":{"name":"图像与信号处理","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66120151","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}
Pub Date : 2023-01-01DOI: 10.12677/jisp.2023.123022
相丞 黄
Unlike single image super-resolution (SISR)
{"title":"Video Super-Resolution Based on Enhanced Feature Alignment with Recurrent Structure","authors":"相丞 黄","doi":"10.12677/jisp.2023.123022","DOIUrl":"https://doi.org/10.12677/jisp.2023.123022","url":null,"abstract":"Unlike single image super-resolution (SISR)","PeriodicalId":69487,"journal":{"name":"图像与信号处理","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66120467","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}
Pub Date : 2023-01-01DOI: 10.12677/jisp.2023.123029
皓元 封
To address the problems of poor manual detection environment, error-prone, difficulty and low efficiency of garbage classification, a method of domestic garbage classification using deep transfer learning is proposed. Firstly, image datasets for garbage classification are constructed while data augmentation, secondly, deep convolutional neural networks ResNeXt and MobileNetV2 are built to fine-tune the network transfer parameters to suit the garbage classification task, and finally, the effects of network freezing layers and learning rate on the network structure caused by different magnitudes are explored under the convolutional neural networks based on deep migra-封皓元
{"title":"Deep Transfer Learning-Based Waste Classification Research","authors":"皓元 封","doi":"10.12677/jisp.2023.123029","DOIUrl":"https://doi.org/10.12677/jisp.2023.123029","url":null,"abstract":"To address the problems of poor manual detection environment, error-prone, difficulty and low efficiency of garbage classification, a method of domestic garbage classification using deep transfer learning is proposed. Firstly, image datasets for garbage classification are constructed while data augmentation, secondly, deep convolutional neural networks ResNeXt and MobileNetV2 are built to fine-tune the network transfer parameters to suit the garbage classification task, and finally, the effects of network freezing layers and learning rate on the network structure caused by different magnitudes are explored under the convolutional neural networks based on deep migra-封皓元","PeriodicalId":69487,"journal":{"name":"图像与信号处理","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66120859","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}
Pub Date : 2023-01-01DOI: 10.12677/jisp.2023.123032
克林 程
Defect detection is an important part of industrial production, and efficient defect detection me-程克林
{"title":"Connector Defect Detection Based on Multi-Scale Prototype Residual Feature Fusion","authors":"克林 程","doi":"10.12677/jisp.2023.123032","DOIUrl":"https://doi.org/10.12677/jisp.2023.123032","url":null,"abstract":"Defect detection is an important part of industrial production, and efficient defect detection me-程克林","PeriodicalId":69487,"journal":{"name":"图像与信号处理","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66121204","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}
Pub Date : 2023-01-01DOI: 10.12677/jisp.2023.122009
宏睿 王
{"title":"Research on Fall Detection Method Based on Multi-Feature and SVM","authors":"宏睿 王","doi":"10.12677/jisp.2023.122009","DOIUrl":"https://doi.org/10.12677/jisp.2023.122009","url":null,"abstract":"","PeriodicalId":69487,"journal":{"name":"图像与信号处理","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66119794","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}
Pub Date : 2023-01-01DOI: 10.12677/jisp.2023.122016
浩宸 严
At present, online and offline hybrid teaching has become a new trend in education. As far as
{"title":"Research on the Practicability of Human Motion Recognition Based on Machine Learning","authors":"浩宸 严","doi":"10.12677/jisp.2023.122016","DOIUrl":"https://doi.org/10.12677/jisp.2023.122016","url":null,"abstract":"At present, online and offline hybrid teaching has become a new trend in education. As far as","PeriodicalId":69487,"journal":{"name":"图像与信号处理","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66119952","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}
Pub Date : 2023-01-01DOI: 10.12677/jisp.2023.122019
仲轩 姬
Spatiotemporal convolution neural network is one of the mainstream methods of action recogni-姬仲轩
{"title":"A Skeleton-Based Action Recognition with Spatiotemporal Attention Depth Enhance Differential Graph Convolution","authors":"仲轩 姬","doi":"10.12677/jisp.2023.122019","DOIUrl":"https://doi.org/10.12677/jisp.2023.122019","url":null,"abstract":"Spatiotemporal convolution neural network is one of the mainstream methods of action recogni-姬仲轩","PeriodicalId":69487,"journal":{"name":"图像与信号处理","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66120141","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}
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