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Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning 通过DCNNs和迁移学习增强糖尿病视网膜病变的检测
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_23
M. Yip, Z. Lim, Gilbert Lim, N. Quang, Haslina Hamzah, Jinyi Ho, Valentina Bellemo, Yuchen Xie, X. Q. Lee, M. Lee, W. Hsu, T. Wong, D. Ting
{"title":"Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning","authors":"M. Yip, Z. Lim, Gilbert Lim, N. Quang, Haslina Hamzah, Jinyi Ho, Valentina Bellemo, Yuchen Xie, X. Q. Lee, M. Lee, W. Hsu, T. Wong, D. Ting","doi":"10.1007/978-3-030-21074-8_23","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_23","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114703689","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}
引用次数: 5
Generative Adversarial Networks (GANs) for Retinal Fundus Image Synthesis 基于生成对抗网络的视网膜眼底图像合成
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_24
Valentina Bellemo, P. Burlina, Liu Yong, T. Wong, D. Ting
{"title":"Generative Adversarial Networks (GANs) for Retinal Fundus Image Synthesis","authors":"Valentina Bellemo, P. Burlina, Liu Yong, T. Wong, D. Ting","doi":"10.1007/978-3-030-21074-8_24","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_24","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115429683","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}
引用次数: 17
Retinal Detachment Screening with Ensembles of Neural Network Models 用神经网络模型集合筛选视网膜脱离
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_20
Hiroki Masumoto, Hitoshi Tabuchi, Shoto Adachi, S. Nakakura, Hideharu Ohsugi, Daisuke Nagasato
{"title":"Retinal Detachment Screening with Ensembles of Neural Network Models","authors":"Hiroki Masumoto, Hitoshi Tabuchi, Shoto Adachi, S. Nakakura, Hideharu Ohsugi, Daisuke Nagasato","doi":"10.1007/978-3-030-21074-8_20","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_20","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126856685","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}
引用次数: 3
Multimodal Deep Neural Networks Based Ensemble Learning for X-Ray Object Recognition 基于多模态深度神经网络集成学习的x射线目标识别
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_41
Quan Kong, Naoto Akira, Bin Tong, Yuki Watanabe, D. Matsubara, Tomokazu Murakami
{"title":"Multimodal Deep Neural Networks Based Ensemble Learning for X-Ray Object Recognition","authors":"Quan Kong, Naoto Akira, Bin Tong, Yuki Watanabe, D. Matsubara, Tomokazu Murakami","doi":"10.1007/978-3-030-21074-8_41","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_41","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":"293 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132160258","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}
引用次数: 2
Discrimination Ability of Glaucoma via DCNNs Models from Ultra-Wide Angle Fundus Images Comparing Either Full or Confined to the Optic Disc DCNNs模型对全视盘和视盘超广角眼底图像青光眼的识别能力
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_18
Hitoshi Tabuchi, Hiroki Masumoto, S. Nakakura, Asuka Noguchi, H. Tanabe
{"title":"Discrimination Ability of Glaucoma via DCNNs Models from Ultra-Wide Angle Fundus Images Comparing Either Full or Confined to the Optic Disc","authors":"Hitoshi Tabuchi, Hiroki Masumoto, S. Nakakura, Asuka Noguchi, H. Tanabe","doi":"10.1007/978-3-030-21074-8_18","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_18","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":" 29","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133051542","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}
引用次数: 2
Let AI Clothe You: Diversified Fashion Generation 让AI给你穿衣:多元化的时尚一代
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_7
Rajdeep H. Banerjee, A. Rajagopal, Nilpa Jha, Arun Patro, Aruna Rajan
{"title":"Let AI Clothe You: Diversified Fashion Generation","authors":"Rajdeep H. Banerjee, A. Rajagopal, Nilpa Jha, Arun Patro, Aruna Rajan","doi":"10.1007/978-3-030-21074-8_7","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_7","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127474064","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}
引用次数: 3
OCT Segmentation via Deep Learning: A Review of Recent Work 基于深度学习的OCT分割:近期研究综述
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_27
M. Pekala, Neil J. Joshi, T. Y. A. Liu, N. Bressler, D. DeBuc, P. Burlina
{"title":"OCT Segmentation via Deep Learning: A Review of Recent Work","authors":"M. Pekala, Neil J. Joshi, T. Y. A. Liu, N. Bressler, D. DeBuc, P. Burlina","doi":"10.1007/978-3-030-21074-8_27","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_27","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":"95 12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124570483","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}
引用次数: 10
Reaching Behind Specular Highlights by Registration of Two Images of Broiler Viscera 通过对肉鸡内脏的两幅图像的注册来达到镜面高光的背后
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_30
Anders Jørgensen, Malte Pedersen, Rikke Gade, Jens Fagertun, T. Moeslund
{"title":"Reaching Behind Specular Highlights by Registration of Two Images of Broiler Viscera","authors":"Anders Jørgensen, Malte Pedersen, Rikke Gade, Jens Fagertun, T. Moeslund","doi":"10.1007/978-3-030-21074-8_30","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_30","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115977421","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}
引用次数: 1
Synthesizing New Retinal Symptom Images by Multiple Generative Models 多生成模型合成新的视网膜症状图像
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_19
Yi-Chieh Liu, Hao-Hsiang Yang, C. Yang, Jia-Hong Huang, Meng Tian, Hiromasa Morikawa, Y. Tsai, J. Tegnér
{"title":"Synthesizing New Retinal Symptom Images by Multiple Generative Models","authors":"Yi-Chieh Liu, Hao-Hsiang Yang, C. Yang, Jia-Hong Huang, Meng Tian, Hiromasa Morikawa, Y. Tsai, J. Tegnér","doi":"10.1007/978-3-030-21074-8_19","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_19","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":"127 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127075968","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}
引用次数: 18
Word-Conditioned Image Style Transfer 文字条件图像风格转移
ACCV Workshops Pub Date : 2018-12-02 DOI: 10.1007/978-3-030-21074-8_8
Y. Sugiyama, Keiji Yanai
{"title":"Word-Conditioned Image Style Transfer","authors":"Y. Sugiyama, Keiji Yanai","doi":"10.1007/978-3-030-21074-8_8","DOIUrl":"https://doi.org/10.1007/978-3-030-21074-8_8","url":null,"abstract":"","PeriodicalId":342649,"journal":{"name":"ACCV Workshops","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133826017","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}
引用次数: 0
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