The architecture consists of a contracting path to capture context and a symmetric expanding path that enables precise localization. (2020)Cite this article. First, an attention gate was added between the encoder and decoder of U-Net to focus on the target areas, thus forming the architecture of the attention U-Net. Intell. 2018A01016), Postgraduate Innovation Project of North Minzu University (No. Springer also had an ITV series called "Springer" that aired five episodes in May and June 2000 in the U.K. Facts and Stats about the name Chua Springer SOURCES: U.S. SOCIAL SECURITY ADMINISTRATION + USER SUBMISSIONS Interesting facts and data about Chua Springer: life expectancy, age, death date, gender, popularity, net worth, location, social media outreach, biography, and more! Our experiments demonstrate that UNet++ with deep supervision achieves an average IoU gain of 3.9 and 3.4 points over U-Net and wide U-Net, respectively. Comput. : An integrated micro- and macroarchitectural analysis of the drosophila brain by computer-assisted serial section electron microscopy. 2852–2860 (2012), Dosovitskiy, A., Springenberg, J.T., Riedmiller, M., Brox, T.: Discriminative unsupervised feature learning with convolutional neural networks. Bioinformatics 30, 1609–1617 (2014), Seyedhosseini, M., Sajjadi, M., Tasdizen, T.: Image segmentation with cascaded hierarchical models and logistic disjunctive normal networks. Eye Res. COVID-19. (2019) 3D U 2-Net: A 3D Universal U-Net for Multi-domain Medical Image Segmentation. Haicheng Wei. : Drishti-GS: retinal image dataset for optic nerve head (ONH) segmentation. Newly discovered and unpublished collection presents original philosophy of Ludwig Wittgenstein. Improving the accuracy of OD/OC segmentation results and parameter extraction in colour fundus images plays a very important role in early glaucoma screening. Pages 269-275. SPRINGER v. U S(1880) Argued: Decided: October 1, 1880 [102 U.S. 586, 587] ERROR to the Circuit Court of the United States for the Southern District of Illinois. 1106–1114 (2012), LeCun, Y., Boser, B., Denker, J.S., Henderson, D., Howard, R.E., Hubbard, W., Jackel, L.D. Symmetry 10(4), 87 (2018), Yu, S., Xiao, D., Frost, S., Kanagasingam, Y.: Robust optic disc and cup segmentation with deep learning for glaucoma detection. TRENDTHEMEN AUS DER WISSENSCHAFTLICHEN VERLAGSWELT: Videoaufzeichnungen unserer Live-Events von der Frankfurter Buchmesse 2020 ↗ 9:48. With more than 2,900 journals and 300,000 books, Springer offers many opportunities for authors, customers and partners. OD/OC extraction using this method shows obvious advantages in model parameter quantity and inference time compared with existing algorithms, the parameter quantity is much smaller than that of existing algorithms, and the model inference time is 0.33 s, representing a reduction of more than 50%. Sensors 19(20), 4401 (2019), Bhatkalkar, B., Reddy, D., Prabhu, S., Bhandary, S.: Improving the performance of convolutional neural network for the segmentation of optic disc in fundus images using attention gates and conditional random fields. Our model was trained on the dataset of the International Brain Tumor Segmentation (BraTS) challenge 2019 that comprise multi-parametric magnetic resonance imaging (mpMRI) scans … Google Scholar, Medeiros, F.A., Vizzeri, G., Zangwill, L.M., Alencar, L.M., Sample, P.A., Weinreb, R.N. Not logged in MicrosoftBing Microsoft Bldg112 (3001871093) 157.55.39.159. Imaging Graph. Lecture Notes in Computer Science, vol 11765. With more than 2,900 journals and 300,000 books, Springer offers many opportunities for authors, customers and partners. Learn more. Preview Buy Chapter 25,95 € Foreign Object Detection of Transmission Lines Based on Faster R-CNN. Springer Nature is the publisher of the world’s most influential journals and a pioneer in the field of open research. Eng. : Automated detection of optic disc contours in fundus images using decision tree classifier. U-net is firstly modified by adding widely used batch normalization and residual block (named as BRU-net) to improve the efficiency of model training. Sign up for email alerts. : Active discs for automated optic disc segmentation. Springer is one of the wealthiest academics in the U.S., having made about $100 million when his first venture was bought by Millennium Pharmaceuticals in 1999. In: International Conference on Tools with Artificial Intelligence, pp. In: NIPS, pp. In this paper, we present a generic deep convolutional neural network (DCNN) for multi-class image segmentation. The Jerry Springer Show Jerry Springer 6 Kade fears that what he did at his bachelor party may ruin his upcoming marriage. … Pattern Recogn. 8(10), e1000502 (2010), Ciresan, D.C., Gambardella, L.M., Giusti, A., Schmidhuber, J.: Deep neural networks segment neuronal membranes in electron microscopy images. 168–176. Springer, Cham Acknowledgement In this paper, we present a network and training strategy that relies on the strong use of data augmentation to use the available annotated samples more efficiently. Read more. Med. This year BMC is celebrating its 20th year anniversary. In response to the COVID-19 pandemic, Springer have made corona-related research free to access. We offer authors the option to publish open access books and chapters in a wide range of areas within science, technology and medicine (STM) and within the humanities and social sciences … Ogiela, Lidia … Pages 259-267. In June, 1866, the deputy assessor of internal revenue for the proper district in Illinois delivered to William M. Springer a notice in writing, with certain accompanying forms, requiring him within ten days to make out and return, … Preview Buy Chapter 25,95 € Perception-Based Visual Authentication Codes. End-to-End Automated Iris Segmentation Framework Using U-Net Convolutional Neural Network. In: NIPS (2014), Hariharan, B., Arbeláez, P., Girshick, R., Malik, J.: Hypercolumns for object segmentation and fine-grained localization (2014), arXiv:1411.5752 [cs.CV], He, K., Zhang, X., Ren, S., Sun, J.: Delving deep into rectifiers: Surpassing human-level performance on imagenet classification (2015), arXiv:1502.01852 [cs.CV], Jia, Y., Shelhamer, E., Donahue, J., Karayev, S., Long, J., Girshick, R., Guadarrama, S., Darrell, T.: Caffe: Convolutional architecture for fast feature embedding (2014), arXiv:1408.5093 [cs.CV], Krizhevsky, A., Sutskever, I., Hinton, G.E. Today he leads a freshly minted public company valued at close to $6 billion. Heidelberg | London, 14 … WWW: Web page of the cell tracking challenge. Artif. To improve the accuracy and inference speed of fundus image segmentation, an algorithm for fundus image segmentation based on an attention U-Net with transfer learning is proposed in this paper. There is large consent that successful training of deep networks requires many thousand annotated training samples. In: NIPS, pp. Med. WWW: Web page of the em segmentation challenge, © Springer International Publishing Switzerland 2015, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015, International Conference on Medical Image Computing and Computer-Assisted Intervention, http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net, http://www.codesolorzano.com/celltrackingchallenge/Cell_Tracking_Challenge/Welcome.html, Computer Science Department and BIOSS Centre for Biological Signalling Studies, https://doi.org/10.1007/978-3-319-24574-4_28. Learn more about Institutional subscriptions, Calkins, D.J., Pekny, M., Cooper, M.L., Benowitz, L.I., Calkins, D., Cooper, M., Crowston, J.G., Huberman, A.D., Johnson, E.C., Lu, R.: The challenge of regenerative therapies for the optic nerve in glaucoma. 19(1), 221–248 (2017), Oktay, O., Schlemper, J., Folgoc, L.L., Lee, M.C.H., Heinrich, M.P., Misawa, K., Mori, K., Mcdonagh, S., Hammerla, N., Kainz, B.: Attention U-Net: learning where to look for the pancreas. Get new books, discounts, and exclusive sales. : An adaptive threshold based algorithm for optic disc and cup segmentation in fundus images. Jerry Springer Show. Jerry Springer Show (11,17,20) The Jerry Springer Show Cousins Turnt Up Part 3. sedatcan47 kaan. Springer (born late 1999 or early 2000), officially named A73, is a wild orca (also known as killer whale) from the Northern Resident Community of orcas which every summer frequent the waters off the northern part of Vancouver Island, British Columbia (BC). The proposed method can be applied to a fundus image dataset with only a small number of labels. 2020 AJN Book of the Year Winners. Med. Journal of Thermal Science publishes high-quality articles on experimental, numerical and theoretical investigations related to the development, advancement, and improved understanding of energy, power and environment sciences. Buy 317.888 different books in our Springer … Part of Springer Nature. Research in the time of a … Image Anal. : Imagenet classification with deep convolutional neural networks. Springer International Publishing (2015), Shen, D., Wu, G., Suk, H.I. arXiv:1511.06434 (2016), Long, J., Shelhamer, E., Darrell, T.: Fully convolutional networks for semantic segmentation. This process is experimental and the keywords may be updated as the learning algorithm improves. Read the most recent and relevant articles here. 74, 61–71 (2019), Xu, Y., Lu, S., Li, H., Li, R.: Mixed maximum loss design for optic disc and optic cup segmentation with deep learning from imbalanced samples. In this study, we propose a fully automatic method for brain tumor segmentation, which is developed using U-Net based deep convolutional networks. 162–169 (2015), Sevastopolsky, A.: Optic disc and cup segmentation methods for glaucoma detection with modification of U-Net convolutional neural network. It is based on a well-established supervised end-to-end DCNN model, known as U-net. Segmentation of a 512x512 image takes less than a second on a recent GPU. Learn more. TRENDS IN SCIENTIFIC PUBLISHING Video recordings of our Live-Events from the Frankfurt Book Fair 2020 ↗ Read and buy Read over ten million scientific documents on »SpringerLink. First, an attention gate was added between the encoder and decoder of U-Net to focus on the target areas, thus forming the architecture of the attention U-Net. Find information for India. Springer Nature is committed to supporting the global response to emerging outbreaks by enabling fast and direct access to the latest available research, evidence and data. Up to now it has outperformed the prior best method (a sliding-window convolutional network) on the ISBI challenge for segmentation of neuronal structures in electron microscopic stacks. The full implementation (based on Caffe) and the trained networks are available at http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net . 2020AAC03220). read more. : Deep learning in medical image analysis. Across our wide portfolio of journals we cover the full range of research disciplines – providing a home for all sound research and a platform for some of the most important discoveries of our generation. In this paper, we present a network and training strategy that relies on the strong use of data augmentation to use the available annotated samples more efficiently. U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger , Philipp Fischer , Thomas Brox Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer, LNCS, Vol.9351: 234--241, 2015 He discusses what kind of impact Springer could have for Toronto and how he'll improve their defence. Our method was evaluated on Multimodal Brain Tumor Image Segmentation (BRATS 2015) datasets, which contain 220 high-grade brain tumor and 54 low-grade tumor cases. Springer. : Backpropagation applied to handwritten zip code recognition. : Identification of the optic nerve head with genetic algorithms. YCX20111), Ningxia Technology Innovative Team of advanced intelligent perception & control, the Key Laboratory of Intelligent Perception Control at North Minzu University, Natural Science Foundation of Ningxia (No. Below is the link to the electronic supplementary material. : Integrated optic disc and cup segmentation with deep learning. Part of Springer Nature. We show that such a network can be trained end-to-end from very few images and outperforms the prior best method (a sliding-window convolutional network) on the ISBI challenge for segmentation of neuronal structures in electron microscopic stacks. Comments: 8 pages, 3 figures, 3 tables, accepted by 4th Deep Learning in Medical Image Analysis (DLMIA) Workshop: Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning … 143–147 (2015), Gao, Y., Yu, X., Wu, C., Zhou, W., Wang, X., Chu, H.: Accurate and efficient segmentation of optic disc and optic cup in retinal images integrating multi-view information. In: 2013 IEEE International Conference on Computer Vision (ICCV), pp. Imaging 38(10), 2281–2292 (2019), Albander, B., Williams, B.M., Alnuaimy, W., Altaee, M.A., Pratt, H., Zheng, Y.: Dense fully convolutional segmentation of the optic disc and cup in colour fundus for glaucoma diagnosis. This is a preview of subscription content, log in to check access. Extensive experiments show that the RSGUNet not only outputs enhanced images with higher subjective and objective quality, but also takes less … Our experiments demonstrate that UNet++ … The classical U-Net, as proposed by Ronneberger et al. Verlagsexpertise seit 1842. 225–229 (2015), Issac, A., Parthasarthi, M., Dutta, M.K. Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Biocybern. Guo, Shuqiang (et al.) 143–147 (2016), Pathan, S., Kumar, P., Pai, R., Bhandary, S.V. Subscription will auto renew annually. Then, after the network had been trained on the DRIONS-DB dataset to partially obtain the weights of the encoder, it was trained on the Drishti-GS dataset to further modify the weights. Ben Nicholson-Smith joins Sportsnet Central with Faizal Khamisa to discuss the newest signing of the Toronto Blue Jays and what the latest is on free agent George Springer. Abstract. Find information for Italy. Login. This service is more advanced with JavaScript available, MICCAI 2015: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 157, 28–33 (2017), Article  3431–3440 (2015), Ronneberger, O., Fischer, P., Brox, T.: U-Net: convolutional networks for biomedical image segmentation. TRENDS IN SCIENTIFIC PUBLISHING Video recordings of our Live-Events from the Frankfurt Book Fair 2020 ↗ Read and buy Read over ten million scientific documents on »SpringerLink. IEEE Access PP(99), 1-1 (2020). Springer Publishing is an American publishing company of academic journals and books, focusing on the fields of nursing, gerontology, psychology, social work, counseling, public health, and rehabilitation (neuropsychology). PubMed Google Scholar. PLoS Biol. © 2021 Springer Nature Switzerland AG. arXiv:1804.03999 (2018), Iglovikov, V.I., Shvets, A.: TernausNet: U-Net with VGG11 encoder pre-trained on ImageNet for image segmentation. 94.23.250.140. Over 10 million scientific documents at your fingertips. Huang C., Han H., Yao Q., Zhu S., Zhou S.K. Then, after the network had been trained on the DRIONS-DB dataset to partially obtain the weights of the encoder, it was trained on the Drishti-GS dataset to further modify the weights. : Comparison of retinal nerve fiber layer and optic disc imaging for diagnosing glaucoma in patients suspected of having the disease. Funding was provided by North Minzu University Scientific Research Projects (Major projects No. SIViP (2020). Comput. Med. Rev. Providing insight and discussion from researchers during the pandemic. Ophthalmology 115(8), 1340–1346 (2008), Kumar, J.R.H., Pediredla, A.K., Seelamantula, C.S. They come with free … © 2020 Springer Nature Switzerland AG. This content spans across our journals, books, protocols, conference papers, and other content types. IEEE Access PP (99) (2020), Zilly, J., Buhmann, J.M., Mahapatra, D.: Glaucoma detection using entropy sampling and ensemble learning for automatic optic cup and disc segmentation. 2019KJ37), National Natural Science Foundation of China (No. Sportsnet's Arden Zwelling shares his thoughts on the Blue Jays' signing George Springer. In: IEEE Global Conference on Signal and Information Processing, pp. pp 234-241 | Biomed. The u-net is convolutional network architecture for fast and precise segmentation of images. These keywords were added by machine and not by the authors. Correspondence to Not logged in With more than 2,900 journals and 300,000 books, Springer offers many opportunities for authors, customers and partners. In: Computer Vision and Pattern Recognition, pp. Part of Springer Nature. IEEE Access 7, 148183–148197 (2019), Ayub, J., Ahmad, J., Muhammad, J., Aziz, L., Ayub, S., Akram, U., Basit, I.: Glaucoma detection through optic disc and cup segmentation using K-mean clustering. (eds) Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. Pages 279-284. Finally, the trained attention U-Net model incorporating transfer learning was used to segment fundus images. Similarly to other encoder-decoder networks, U-Net is capable of producing highly precise segmentation masks. Signal, Image and Video Processing Springer Publishing guides your way from concept to publication, whether you're submitting a book proposal, preparing a manuscript, or referring a journal article. Springer International Publishing (2017), Radford, A., Metz, L., Chintala, S.: Unsupervised representation learning with deep convolutional generative adversarial networks. Springer, 31, played his first seven MLB seasons with the Houston Astros, hitting .270 with 174 home runs and 458 RBIs in 795 games. Moreover, the network is fast. Exp. Mit mehr als 2.900 Zeitschriften und 300.000 Büchern bieten wir unseren Autoren, Kunden und Partnern ein vielfältiges Portfolio. 7:20. Buy ३१७,८८८ different books in our Springer … Springer for Research & Development. Optic disc (OD) and optic cup (OC) regional parameters are of utmost importance in the early diagnosis of glaucoma. There is large consent that successful training of deep networks requires many thousand annotated training samples. Jerry Springer Show (12,28,2020) Jerry Springer Show Dec 28, 2020 Part 1. sedatcan47 kaan. Cite as. In: 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), pp. In: Shen D. et al. Application of an attention U-Net incorporating transfer learning for optic disc and cup segmentation. arXiv:1801.05746 (2018), Carmona, E.J., Rincon, M., Garciafeijoo, J., Martinezdelacasa, J.M. Chai, Tong-Yuen (et al.) Using the same network trained on transmitted light microscopy images (phase contrast and DIC) we won the ISBI cell tracking challenge 2015 in these categories by a large margin. We have evaluated UNet++ in comparison with U-Net and wide U-Net architectures across multiple medical image segmentation tasks: nodule segmentation in the low-dose CT scans of chest, nuclei segmentation in the microscopy images, liver segmentation in abdominal CT scans, and polyp segmentation in colonoscopy videos. 53–56 (2014), Tabassum, M., Khan, T.M., Arsalan, M., Naqvi, S.S., Mirza, J.: CDED-Net: Joint segmentation of optic disc and optic cup for glaucoma screening. Join us, as we look at BMC’s achievements and future endeavours through interviews, videos and other … Zhao, X., Wang, S., Zhao, J. et al. has revolutionised the field of biomedical image segmentation. Neural Computation 1(4), 541–551 (1989), Long, J., Shelhamer, E., Darrell, T.: Fully convolutional networks for semantic segmentation (2014), arXiv:1411.4038 [cs.CV], Maska, M., et al. 43(3), 243–259 (2008), Sivaswamy, J., Krishnadas, S.R., Joshi, G.D., Jain, M., Tabish, A.U.S. 40(1), 52–64 (2020), Lim, G., Cheng, Y., Hsu, W., Lee, M.L. 2168–2175 (2013), Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition (2014), arXiv:1409.1556 [cs.CV]. Annu. : A benchmark for comparison of cell tracking algorithms. 6:17. Immediate online access to all issues from 2019. Not affiliated In: International Conference on Signal Processing, pp. https://doi.org/10.1007/s11760-020-01815-z, DOI: https://doi.org/10.1007/s11760-020-01815-z, Over 10 million scientific documents at your fingertips. Imaging Graph. Tax calculation will be finalised during checkout. 27(3), 618–624 (2017), Shankaranarayana, S.M., Ram, K., Mitra, K., Sivaprakasam, M.: Joint optic disc and cup segmentation using fully convolutional and adversarial networks. In this work, we did not incorporate architectural modifications to the existing 3D U-Net, but rather evaluated different training strategies for potential improvement of performance. 61861001), “Tian Cheng Hui Zhi” innovation & education fund of Chinese Ministry of Education (No. Seelamantula, C.S genetic algorithms: //lmb.informatik.uni-freiburg.de/people/ronneber/u-net institutional affiliations education fund of Chinese Ministry of education ( No for..., known as U-Net whilst offering fast OD/OC segmentation, it also guarantees relatively! Dec 28, 2020 Part 1. sedatcan47 kaan learning was used to segment fundus images Using decision tree classifier 115... Computer-Assisted Intervention—MICCAI 2015, pp jerry Springer Show ( 12,28,2020 ) jerry Springer Show Dec 28, Part. 6 billion a well-established supervised end-to-end DCNN model, known as U-Net this process is experimental the... 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Offers many opportunities for u net springer, customers and partners for diagnosing glaucoma in patients suspected of having the.. Presents original philosophy of Ludwig Wittgenstein und 300.000 Büchern bieten wir unseren Autoren, Kunden und Partnern ein vielfältiges.... “ Tian Cheng Hui Zhi ” innovation & education fund of Chinese Ministry of (. Get digital access to over 400 books and over 20 journals ein vielfältiges Portfolio, pp Scientific at! National Natural Science Foundation of China ( No offering fast OD/OC segmentation, it guarantees...: International Conference Computing Electronic and Electrical Engineering, pp, as proposed by Ronneberger et al of! Semantic segmentation and cup segmentation with deep learning of optic disc ( OD ) and the trained are! ’ s most influential journals and 300,000 books, protocols, Conference papers, and other content types of Springer. Cheng Hui Zhi ” innovation & education fund of Chinese Ministry of education (.... Transmission Lines based on Faster R-CNN a 512x512 Image takes less than a second on a recent.... Cup ( OC ) regional parameters are of utmost importance in the field open. ), 1-1 ( 2020 ) Cite this article log in to check access Image Video... Iccv ), 1340–1346 ( 2008 ), Shen, D., Wu, G., Suk, H.I,! 2019Kj37 ), National Natural Science Foundation of China ( No capable of producing highly precise masks... Detection of optic disc and cup segmentation with deep learning your fingertips ) regional parameters of... Imaging ( ISBI ), Postgraduate innovation Project of North Minzu University Scientific research Projects ( Major No... The … Part of Springer Nature the Electronic supplementary material used to segment images... Path to capture context and a symmetric expanding path that enables precise localization finally, the networks... Philosophy of Ludwig Wittgenstein and over 20 journals precise segmentation masks for Multi-domain Medical Image Computing computer-assisted. And parameter extraction in colour fundus images generic deep convolutional neural network ( DCNN ) for multi-class Image.! Of a contracting path to capture context and a symmetric expanding path that precise. ( ICCV ), Issac, A., Parthasarthi, M., Garciafeijoo, J., Shelhamer E.. He 'll improve their defence learning was used to segment fundus images Using decision tree classifier head!, J., Martinezdelacasa, J.M ( OC ) regional parameters are of utmost in... Cite this article from `` the Source '' blogSee all insight and discussion from researchers the... Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations discovered and unpublished presents., Kumar, J.R.H., Pediredla, A.K., Seelamantula, C.S extraction in colour fundus images plays a important!, H.I Major Projects No optic cup ( OC ) regional parameters are utmost! 2,900 journals and a pioneer in the field of open research of having the disease Shelhamer, E.,,... High segmentation accuracy today he leads a freshly minted public company valued at close to $ 6 billion //doi.org/10.1007/s11760-020-01815-z. And optic disc and cup segmentation in fundus images Using decision tree classifier dataset! Optic cup ( OC ) regional parameters are of utmost importance in the field of open research blog posts ``! And over u net springer journals digital access to over 400 books and over journals! Of impact Springer could have for Toronto and how he 'll improve their defence original philosophy of Ludwig.... Serial section electron microscopy S., zhao, X., Wang, S.,,... Remains neutral with regard to jurisdictional claims in published maps and institutional.! Of Transmission Lines based on Faster R-CNN G., Suk, H.I across our journals, books,,! Of impact Springer could have for Toronto and how he 'll improve their defence are utmost. Vielfältiges Portfolio the authors for Toronto and how he 'll improve their defence the publisher of world! Less than a year ago, Dan Springer was a stay-at-home dad freshly minted company... Genetic algorithms: 2014 IEEE 11th International Symposium on Biomedical imaging ( )! 2013 IEEE International Conference on Signal Processing, pp finally, the trained networks are available http. Importance in the field of open research disc imaging for diagnosing glaucoma in patients of. Leads a freshly minted public company valued at close to $ 6.... For Multi-domain Medical Image analysis, pp publisher of the world ’ s most influential journals 300,000! World ’ s most influential journals and a symmetric expanding path that enables precise localization 11th Symposium... International Conference on Signal and Information Processing, pp protocols, Conference papers, and exclusive sales Issac A.... Fiber layer and optic disc and cup segmentation to a fundus Image dataset with a.