Pub Date : 2016-09-28DOI: 10.1007/978-3-319-46182-3_18
Matias Valdenegro-Toro
{"title":"Objectness Scoring and Detection Proposals in Forward-Looking Sonar Images with Convolutional Neural Networks","authors":"Matias Valdenegro-Toro","doi":"10.1007/978-3-319-46182-3_18","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_18","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131831668","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_8
Yann Soullard, Sébastien Destercke, I. Thouvenin
{"title":"Co-training with Credal Models","authors":"Yann Soullard, Sébastien Destercke, I. Thouvenin","doi":"10.1007/978-3-319-46182-3_8","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_8","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128566946","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_27
Viktor Kessler, Markus Kächele, S. Meudt, F. Schwenker, G. Palm
{"title":"Machine Learning Driven Heart Rate Detection with Camera Photoplethysmography in Time Domain","authors":"Viktor Kessler, Markus Kächele, S. Meudt, F. Schwenker, G. Palm","doi":"10.1007/978-3-319-46182-3_27","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_27","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123687365","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_19
Yunfei Fang, Shengzhi Du, Rishaad Abdoola, Karim D Djouani
{"title":"Background Categorization for Automatic Animal Detection in Aerial Videos Using Neural Networks","authors":"Yunfei Fang, Shengzhi Du, Rishaad Abdoola, Karim D Djouani","doi":"10.1007/978-3-319-46182-3_19","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_19","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129122010","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_23
Mohammadreza Amirian, Markus Kächele, F. Schwenker
{"title":"Using Radial Basis Function Neural Networks for Continuous and Discrete Pain Estimation from Bio-physiological Signals","authors":"Mohammadreza Amirian, Markus Kächele, F. Schwenker","doi":"10.1007/978-3-319-46182-3_23","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_23","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116708276","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_14
Baptiste Wicht, Andreas Fischer, J. Hennebert
{"title":"On CPU Performance Optimization of Restricted Boltzmann Machine and Convolutional RBM","authors":"Baptiste Wicht, Andreas Fischer, J. Hennebert","doi":"10.1007/978-3-319-46182-3_14","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_14","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131892596","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_4
Frank-Michael Schleif, A. Kabán, P. Tiňo
{"title":"Finding Small Sets of Random Fourier Features for Shift-Invariant Kernel Approximation","authors":"Frank-Michael Schleif, A. Kabán, P. Tiňo","doi":"10.1007/978-3-319-46182-3_4","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_4","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129402287","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_20
Mohamed A. Radwan, M. Khalil, Hazem M. Abbas
{"title":"Predictive Segmentation Using Multichannel Neural Networks in Arabic OCR System","authors":"Mohamed A. Radwan, M. Khalil, Hazem M. Abbas","doi":"10.1007/978-3-319-46182-3_20","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_20","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"117 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122687130","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_22
M. Bongini, Vincenzo Laveglia, E. Trentin
{"title":"A Hybrid Recurrent Neural Network/Dynamic Probabilistic Graphical Model Predictor of the Disulfide Bonding State of Cysteines from the Primary Structure of Proteins","authors":"M. Bongini, Vincenzo Laveglia, E. Trentin","doi":"10.1007/978-3-319-46182-3_22","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_22","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133651358","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 : 2016-09-28DOI: 10.1007/978-3-319-46182-3_10
Ricardo R. Lopes, K. Costa, J. Papa
{"title":"On the Evaluation of Tensor-Based Representations for Optimum-Path Forest Classification","authors":"Ricardo R. Lopes, K. Costa, J. Papa","doi":"10.1007/978-3-319-46182-3_10","DOIUrl":"https://doi.org/10.1007/978-3-319-46182-3_10","url":null,"abstract":"","PeriodicalId":368838,"journal":{"name":"IAPR International Workshop on Artificial Neural Networks in Pattern Recognition","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128413096","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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