Dario Dematties, S. Rizzi, G. Thiruvathukal, A. Wainselboim
In this paper, a series of experimental methods are presented explaining a new approach towards active foveated Computer Vision (CV). This is a collaborative effort between researchers at CONICET Mendoza Technological Scientific Center from Argentina, Argonne National Laboratory (ANL), and Loyola University Chicago from the US. The aim is to advance new CV approaches more in line with those found in biological agents in order to bring novel solutions to the main problems faced by current CV applications. Basically this work enhance Self-supervised (SS) learning, incorporating foveated vision plus saccadic behavior in order to improve training and computational efficiency without reducing performance significantly. This paper includes a compendium of methods’ explanations, and since this is a work that is currently in progress, only preliminary results are provided. We also make our code fully available. 1https://github.com/dariodematties/Multimodal-Active-AI
{"title":"Towards an Active Foveated Approach to Computer Vision","authors":"Dario Dematties, S. Rizzi, G. Thiruvathukal, A. Wainselboim","doi":"10.13053/cys-26-4-4436","DOIUrl":"https://doi.org/10.13053/cys-26-4-4436","url":null,"abstract":"In this paper, a series of experimental methods are presented explaining a new approach towards active foveated Computer Vision (CV). This is a collaborative effort between researchers at CONICET Mendoza Technological Scientific Center from Argentina, Argonne National Laboratory (ANL), and Loyola University Chicago from the US. The aim is to advance new CV approaches more in line with those found in biological agents in order to bring novel solutions to the main problems faced by current CV applications. Basically this work enhance Self-supervised (SS) learning, incorporating foveated vision plus saccadic behavior in order to improve training and computational efficiency without reducing performance significantly. This paper includes a compendium of methods’ explanations, and since this is a work that is currently in progress, only preliminary results are provided. We also make our code fully available. 1https://github.com/dariodematties/Multimodal-Active-AI","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115950920","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}
{"title":"Agent-Based Modelling for Evaluation of Transportation Mode Selection in the State of Guanajuato, Mexico","authors":"David Salas-Rodríguez, Luis Arturo Rivas-Tovar","doi":"10.13053/cys-26-4-3989","DOIUrl":"https://doi.org/10.13053/cys-26-4-3989","url":null,"abstract":"","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132728098","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}
Ivan Nunez-Garcia, Rocio A. Lizarraga-Morales, Uriel Haile Hernández Belmonte, Victor H. Jimenez-Arredondo, Alberto Lopez-Alanis
{"title":"Classification of Paintings by Artistic Style Using Color and Texture Features","authors":"Ivan Nunez-Garcia, Rocio A. Lizarraga-Morales, Uriel Haile Hernández Belmonte, Victor H. Jimenez-Arredondo, Alberto Lopez-Alanis","doi":"10.13053/cys-26-4-4022","DOIUrl":"https://doi.org/10.13053/cys-26-4-4022","url":null,"abstract":"","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"54 41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123359624","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}
Omar Velazquez Lopez, Jose Luis Oropeza Rodriguez, Sergio Suarez Guerra
{"title":"A New Approach to Applying Auditory Filter-banks in Polyphonic Music Transcription","authors":"Omar Velazquez Lopez, Jose Luis Oropeza Rodriguez, Sergio Suarez Guerra","doi":"10.13053/cys-26-4-4271","DOIUrl":"https://doi.org/10.13053/cys-26-4-4271","url":null,"abstract":"","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121509325","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}
Melquizedec Moo-Medina, Rodrigo Mazún-Cruz, Luis Alberto Munoz Ubando
{"title":"Adaptation of Models and Processes for Web-based Development","authors":"Melquizedec Moo-Medina, Rodrigo Mazún-Cruz, Luis Alberto Munoz Ubando","doi":"10.13053/cys-26-4-3955","DOIUrl":"https://doi.org/10.13053/cys-26-4-3955","url":null,"abstract":"","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127652143","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}
{"title":"An Evaluation of a Ray-Tracing Based Model for Photorealistic Image Rendering of Confined Plasma in Stellarators","authors":"Luís Campos, D. Jiménez, S. Rizzi, E. Meneses","doi":"10.13053/cys-26-4-4435","DOIUrl":"https://doi.org/10.13053/cys-26-4-4435","url":null,"abstract":"","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128408970","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}
{"title":"Distributed Geometric Multigrid Method: Analysis of a V Cycle Truncation Level Criteria","authors":"Matías Valdés, Sergio Nesmachnow","doi":"10.13053/cys-26-4-4438","DOIUrl":"https://doi.org/10.13053/cys-26-4-4438","url":null,"abstract":"","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130892921","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}
I. Batyrshin, Imre J. Rudas, N. Kubysheva, S. Akhtyamova
{"title":"Similarity Correlation of Frequency Distributions of Categorical Data in Analysis of Cognitive Decline Severity in Asthmatics","authors":"I. Batyrshin, Imre J. Rudas, N. Kubysheva, S. Akhtyamova","doi":"10.13053/cys-26-4-4439","DOIUrl":"https://doi.org/10.13053/cys-26-4-4439","url":null,"abstract":"","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123785931","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}
Lucas Cruz, M. Coelho, Marcelo Galheigo, A. Carneiro, Diego Carvalho, Luiz M. R. Gadelha, F. Boito, P. Navaux, Carla Osthoff, Kary Ocaña
{"title":"Parallel Performance and I/O Profiling of HPC RNA-Seq Applications","authors":"Lucas Cruz, M. Coelho, Marcelo Galheigo, A. Carneiro, Diego Carvalho, Luiz M. R. Gadelha, F. Boito, P. Navaux, Carla Osthoff, Kary Ocaña","doi":"10.13053/cys-26-4-4437","DOIUrl":"https://doi.org/10.13053/cys-26-4-4437","url":null,"abstract":"","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115537974","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}
Amir Yelenov, A. Pak, A. Ziyaden, Iskander Akhmetov, A. Gelbukh, Irina Gelbukh
{"title":"Comprehensive Survey: Approaches to Emerging Technologies Detection within Scientific Publications","authors":"Amir Yelenov, A. Pak, A. Ziyaden, Iskander Akhmetov, A. Gelbukh, Irina Gelbukh","doi":"10.13053/cys-26-4-4424","DOIUrl":"https://doi.org/10.13053/cys-26-4-4424","url":null,"abstract":"","PeriodicalId":333706,"journal":{"name":"Computación Y Sistemas","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124406201","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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