G. Csurka, Timothy M. Hospedales, M. Salzmann, T. Tommasi
{"title":"Visual Domain Adaptation in the Deep Learning Era","authors":"G. Csurka, Timothy M. Hospedales, M. Salzmann, T. Tommasi","doi":"10.2200/s01169ed1v01y202202cov020","DOIUrl":"https://doi.org/10.2200/s01169ed1v01y202202cov020","url":null,"abstract":"","PeriodicalId":377202,"journal":{"name":"Synthesis Lectures on Computer Vision","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121415489","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":"Computer Vision in the Infrared Spectrum: Challenges and Approaches","authors":"Michael Teutsch, A. Sappa, R. Hammoud","doi":"10.2200/s01127ed1v01y202109cov019","DOIUrl":"https://doi.org/10.2200/s01127ed1v01y202109cov019","url":null,"abstract":"","PeriodicalId":377202,"journal":{"name":"Synthesis Lectures on Computer Vision","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124630202","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":"Person Re-identification with Limited Supervision","authors":"R. Panda, A. Roy-Chowdhury","doi":"10.2200/s01122ed1v01y202108cov018","DOIUrl":"https://doi.org/10.2200/s01122ed1v01y202108cov018","url":null,"abstract":"Abstract Person re-identification is the problem of associating observations of targets in different non-overlapping cameras. Most of the existing learning-based methods have resulted in improved p...","PeriodicalId":377202,"journal":{"name":"Synthesis Lectures on Computer Vision","volume":"200 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121890587","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}
Jun Wan, G. Guo, Sergio Escalera, H. Escalante, S. Li
{"title":"Multi-Modal Face Presentation Attack Detection","authors":"Jun Wan, G. Guo, Sergio Escalera, H. Escalante, S. Li","doi":"10.2200/s01032ed1v01y202007cov017","DOIUrl":"https://doi.org/10.2200/s01032ed1v01y202007cov017","url":null,"abstract":"Abstract For the last ten years, face biometric research has been intensively studied by the computer vision community. Face recognition systems have been used in mobile, banking, and surveillance ...","PeriodicalId":377202,"journal":{"name":"Synthesis Lectures on Computer Vision","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115062016","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":"Computational Texture and Patterns: From Textons to Deep Learning","authors":"Kristin J. Dana","doi":"10.2200/S00819ED1V01Y201712COV014","DOIUrl":"https://doi.org/10.2200/S00819ED1V01Y201712COV014","url":null,"abstract":"Abstract Visual pattern analysis is a fundamental tool in mining data for knowledge. Computational representations for patterns and texture allow us to summarize, store, compare, and label in order...","PeriodicalId":377202,"journal":{"name":"Synthesis Lectures on Computer Vision","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116573808","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":"Probabilistic and Biologically Inspired Feature Representations","authors":"M. Felsberg","doi":"10.2200/S00851ED1V01Y201804COV016","DOIUrl":"https://doi.org/10.2200/S00851ED1V01Y201804COV016","url":null,"abstract":"Under the title \"Probabilistic and Biologically Inspired Feature Representations,\" this text collects a substantial amount of work on the topic of channel representations. Channel representations a ...","PeriodicalId":377202,"journal":{"name":"Synthesis Lectures on Computer Vision","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123421643","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":"Computational Methods for Integrating Vision and Language","authors":"Kobus Barnard","doi":"10.2200/s00705ed1v01y201602cov007","DOIUrl":"https://doi.org/10.2200/s00705ed1v01y201602cov007","url":null,"abstract":"Abstract \"This is clearly the most comprehensive and thoughtful compendium of knowledge on language/vision integration out there, and I'm sure it will be a valuable resources to many researchers and instructors.\" - Sven Dickinson, Series Editor (University of Toronto) Modeling data from visual and linguistic modalities together creates opportunities for better understanding of both, and supports many useful applications. Examples of dual visual-linguistic data includes images with keywords, video with narrative, and figures in documents. We consider two key task-driven themes: translating from one modality to another (e.g., inferring annotations for images) and understanding the data using all modalities, where one modality can help disambiguate information in another. The multiple modalities can either be essentially semantically redundant (e.g., keywords provided by a person looking at the image), or largely complementary (e.g., meta data such as the camera used). Redundancy and complementarity are two ...","PeriodicalId":377202,"journal":{"name":"Synthesis Lectures on Computer Vision","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115273253","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}
Jun Wan, G. Guo, Sergio Escalera, H. Escalante, S. Li
{"title":"Advances in Face Presentation Attack Detection","authors":"Jun Wan, G. Guo, Sergio Escalera, H. Escalante, S. Li","doi":"10.1007/978-3-031-32906-7","DOIUrl":"https://doi.org/10.1007/978-3-031-32906-7","url":null,"abstract":"","PeriodicalId":377202,"journal":{"name":"Synthesis Lectures on Computer Vision","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126774152","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":"Normalization Techniques in Deep Learning","authors":"Lei Huang","doi":"10.1007/978-3-031-14595-7","DOIUrl":"https://doi.org/10.1007/978-3-031-14595-7","url":null,"abstract":"","PeriodicalId":377202,"journal":{"name":"Synthesis Lectures on Computer Vision","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125694370","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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