Computer Vision for Microscopy Image Analysis
Cell Image Segmentation by Integrating Multiple CNNs-
[pdf]
[bibtex]@InProceedings{Hiramatsu_2018_CVPR_Workshops,
author = {Hiramatsu, Yuki and Hotta, Kazuhiro and Imanishi, Ayako and Matsuda, Michiyuki and Terai, Kenta},
title = {Cell Image Segmentation by Integrating Multiple CNNs},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
Large Kernel Refine Fusion Net for Neuron Membrane Segmentation-
[pdf]
[bibtex]@InProceedings{Liu_2018_CVPR_Workshops,
author = {Liu, Dongnan and Zhang, Donghao and Song, Yang and Zhang, Chaoyi and Huang, Heng and Chen, Mei and Cai, Weidong},
title = {Large Kernel Refine Fusion Net for Neuron Membrane Segmentation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation-
[pdf]
[arXiv]
[bibtex]@InProceedings{Fu_2018_CVPR_Workshops,
author = {Fu, Chichen and Lee, Soonam and Joon Ho, David and Han, Shuo and Salama, Paul and Dunn, Kenneth W. and Delp, Edward J.},
title = {Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
Improved Extraction of Objects From Urine Microscopy Images With Unsupervised Thresholding and Supervised U-Net Techniques-
[pdf]
[bibtex]@InProceedings{Aziz_2018_CVPR_Workshops,
author = {Aziz, Abdul and Pande, Harshit and Cheluvaraju, Bharath and Rai Dastidar, Tathagato},
title = {Improved Extraction of Objects From Urine Microscopy Images With Unsupervised Thresholding and Supervised U-Net Techniques},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
Multilayer Encoder-Decoder Network for 3D Nuclear Segmentation in Spheroid Models of Human Mammary Epithelial Cell Lines-
[pdf]
[bibtex]@InProceedings{Khoshdeli_2018_CVPR_Workshops,
author = {Khoshdeli, Mina and Winkelmaier, Garrett and Parvin, Bahram},
title = {Multilayer Encoder-Decoder Network for 3D Nuclear Segmentation in Spheroid Models of Human Mammary Epithelial Cell Lines},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
Resolution-Enhanced Lensless Color Shadow Imaging Microscopy Based on Large Field-of-View Submicron-Pixel Imaging Sensors-
[pdf]
[bibtex]@InProceedings{Yang_2018_CVPR_Workshops,
author = {Yang, Cheng and Ma, Haowen and Cao, Xu and Hua, Xia and Bu, Xiaofeng and Zhang, Limin and Yue, Tao and Yan, Feng},
title = {Resolution-Enhanced Lensless Color Shadow Imaging Microscopy Based on Large Field-of-View Submicron-Pixel Imaging Sensors},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
Sequential Modeling of Deep Features for Breast Cancer Histopathological Image Classification-
[pdf]
[bibtex]@InProceedings{Gupta_2018_CVPR_Workshops,
author = {Gupta, Vibha and Bhavsar, Arnav},
title = {Sequential Modeling of Deep Features for Breast Cancer Histopathological Image Classification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
Comparison of Deep Transfer Learning Strategies for Digital Pathology-
[pdf]
[supp]
[bibtex]@InProceedings{Mormont_2018_CVPR_Workshops,
author = {Mormont, Romain and Geurts, Pierre and Maree, Raphael},
title = {Comparison of Deep Transfer Learning Strategies for Digital Pathology},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
3D Cell Nuclear Morphology: Microscopy Imaging Dataset and Voxel-Based Morphometry Classification Results-
[pdf]
[bibtex]@InProceedings{Kalinin_2018_CVPR_Workshops,
author = {Kalinin, Alexandr A. and Allyn-Feuer, Ari and Ade, Alex and Fon, Gordon-Victor and Meixner, Walter and Dilworth, David and de Wet, Jeffrey R. and Higgins, Gerald A. and Zheng, Gen and Creekmore, Amy and Wiley, John W. and Verdone, James E. and Veltri, Robert W. and Pienta, Kenneth J. and Coffey, Donald S. and Athey, Brian D. and Dinov, Ivo D.},
title = {3D Cell Nuclear Morphology: Microscopy Imaging Dataset and Voxel-Based Morphometry Classification Results},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
FastSME: Faster and Smoother Manifold Extraction From 3D Stack-
[pdf]
[bibtex]@InProceedings{Basu_2018_CVPR_Workshops,
author = {Basu, Sreetama and Rexhepaj, Elton and Spassky, Nathalie and Genovesio, Auguste and Reinhold Paulsen, Rasmus and Shihavuddin, ASM},
title = {FastSME: Faster and Smoother Manifold Extraction From 3D Stack},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
Localization and Tracking in 4D Fluorescence Microscopy Imagery-
[pdf]
[bibtex]@InProceedings{Abousamra_2018_CVPR_Workshops,
author = {Abousamra, Shahira and Adar, Shai and Elia, Natalie and Shilkrot, Roy},
title = {Localization and Tracking in 4D Fluorescence Microscopy Imagery},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}
Estimation of Sperm Concentration and Total Motility From Microscopic Videos of Human Semen Samples-
[pdf]
[bibtex]@InProceedings{Dewan_2018_CVPR_Workshops,
author = {Dewan, Karan and Rai Dastidar, Tathagato and Ahmad, Maroof},
title = {Estimation of Sperm Concentration and Total Motility From Microscopic Videos of Human Semen Samples},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}