Computer Vision for Microscopy Image Analysis
CNN Based Yeast Cell Segmentation in Multi-Modal Fluorescent Microscopy Data-
[pdf]
[bibtex]@InProceedings{Aydin_2017_CVPR_Workshops,
author = {Selman Aydin, Ali and Dubey, Abhinandan and Dovrat, Daniel and Aharoni, Amir and Shilkrot, Roy},
title = {CNN Based Yeast Cell Segmentation in Multi-Modal Fluorescent Microscopy Data},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Classification and Retrieval of Digital Pathology Scans: A New Dataset-
[pdf]
[arXiv]
[bibtex]@InProceedings{Babaie_2017_CVPR_Workshops,
author = {Babaie, Morteza and Kalra, Shivam and Sriram, Aditya and Mitcheltree, Christopher and Zhu, Shujin and Khatami, Amin and Rahnamayan, Shahryar and Tizhoosh, Hamid R.},
title = {Classification and Retrieval of Digital Pathology Scans: A New Dataset},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Breast Cancer Histopathological Image Classification: Is Magnification Important?-
[pdf]
[bibtex]@InProceedings{Gupta_2017_CVPR_Workshops,
author = {Gupta, Vibha and Bhavsar, Arnav},
title = {Breast Cancer Histopathological Image Classification: Is Magnification Important?},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Delineation of Skin Strata in Reflectance Confocal Microscopy Images With Recurrent Convolutional Networks-
[pdf]
[bibtex]@InProceedings{Bozkurt_2017_CVPR_Workshops,
author = {Bozkurt, Alican and Gale, Trevor and Kose, Kivanc and Alessi-Fox, Christi and Brooks, Dana H. and Rajadhyaksha, Milind and Dy, Jennifer},
title = {Delineation of Skin Strata in Reflectance Confocal Microscopy Images With Recurrent Convolutional Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Crowdsourcing for Chromosome Segmentation and Deep Classification-
[pdf]
[bibtex]@InProceedings{Sharma_2017_CVPR_Workshops,
author = {Sharma, Monika and Saha, Oindrila and Sriraman, Anand and Hebbalaguppe, Ramya and Vig, Lovekesh and Karande, Shirish},
title = {Crowdsourcing for Chromosome Segmentation and Deep Classification},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in Retinal Fundus Image as Test Case-
[pdf]
[bibtex]@InProceedings{Lahiri_2017_CVPR_Workshops,
author = {Lahiri, Avisek and Ayush, Kumar and Kumar Biswas, Prabir and Mitra, Pabitra},
title = {Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in Retinal Fundus Image as Test Case},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Microscopic Blood Smear Segmentation and Classification Using Deep Contour Aware CNN and Extreme Machine Learning-
[pdf]
[bibtex]@InProceedings{Razzak_2017_CVPR_Workshops,
author = {Imran Razzak, Muhammad and Naz, Saeeda},
title = {Microscopic Blood Smear Segmentation and Classification Using Deep Contour Aware CNN and Extreme Machine Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Applying Faster R-CNN for Object Detection on Malaria Images-
[pdf]
[arXiv]
[bibtex]@InProceedings{Hung_2017_CVPR_Workshops,
author = {Hung, Jane and Carpenter, Anne},
title = {Applying Faster R-CNN for Object Detection on Malaria Images},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
An Early Experience Toward Developing Computer Aided Diagnosis for Gram-Stained Smears Images-
[pdf]
[bibtex]@InProceedings{Carvajal_2017_CVPR_Workshops,
author = {Carvajal, Johanna and Smith, Daniel F. and Zhao, Kun and Wiliem, Arnold and Finucane, Paul and Hobson, Peter and Jennings, Anthony and McDougall, Rodney and Lovell, Brian},
title = {An Early Experience Toward Developing Computer Aided Diagnosis for Gram-Stained Smears Images},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Looking Under the Hood: Deep Neural Network Visualization to Interpret Whole-Slide Image Analysis Outcomes for Colorectal Polyps-
[pdf]
[bibtex]@InProceedings{Korbar_2017_CVPR_Workshops,
author = {Korbar, Bruno and Olofson, Andrea M. and Miraflor, Allen P. and Nicka, Catherine M. and Suriawinata, Matthew A. and Torresani, Lorenzo and Suriawinata, Arief A. and Hassanpour, Saeed},
title = {Looking Under the Hood: Deep Neural Network Visualization to Interpret Whole-Slide Image Analysis Outcomes for Colorectal Polyps},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
High-Magnification Multi-Views Based Classification of Breast Fine Needle Aspiration Cytology Cell Samples Using Fusion of Decisions From Deep Convolutional Networks-
[pdf]
[bibtex]@InProceedings{Garud_2017_CVPR_Workshops,
author = {Garud, Hrushikesh and Karri, S. P. K. and Sheet, Debdoot and Chatterjee, Jyotirmoy and Mahadevappa, Manjunatha and Ray, Ajoy K. and Ghosh, Arindam and Maity, Ashok K.},
title = {High-Magnification Multi-Views Based Classification of Breast Fine Needle Aspiration Cytology Cell Samples Using Fusion of Decisions From Deep Convolutional Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Nuclei Segmentation of Fluorescence Microscopy Images Using Three Dimensional Convolutional Neural Networks-
[pdf]
[bibtex]@InProceedings{Ho_2017_CVPR_Workshops,
author = {Joon Ho, David and Fu, Chichen and Salama, Paul and Dunn, Kenneth W. and Delp, Edward J.},
title = {Nuclei Segmentation of Fluorescence Microscopy Images Using Three Dimensional Convolutional Neural Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
DeepXScope: Segmenting Microscopy Images With a Deep Neural Network-
[pdf]
[bibtex]@InProceedings{Saponaro_2017_CVPR_Workshops,
author = {Saponaro, Philip and Treible, Wayne and Kolagunda, Abhishek and Chaya, Timothy and Caplan, Jeffrey and Kambhamettu, Chandra and Wisser, Randall},
title = {DeepXScope: Segmenting Microscopy Images With a Deep Neural Network},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Transferring Microscopy Image Modalities With Conditional Generative Adversarial Networks-
[pdf]
[bibtex]@InProceedings{Han_2017_CVPR_Workshops,
author = {Han, Liang and Yin, Zhaozheng},
title = {Transferring Microscopy Image Modalities With Conditional Generative Adversarial Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
Fast Neural Cell Detection Using Light-Weight SSD Neural Network-
[pdf]
[bibtex]@InProceedings{Yi_2017_CVPR_Workshops,
author = {Yi, Jingru and Wu, Pengxiang and Hoeppner, Daniel J. and Metaxas, Dimitris},
title = {Fast Neural Cell Detection Using Light-Weight SSD Neural Network},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}
A Level Set Method for Gland Segmentation-
[pdf]
[bibtex]@InProceedings{Wang_2017_CVPR_Workshops,
author = {Wang, Chen and Bu, Hong and Bao, Ji and Li, Chunming},
title = {A Level Set Method for Gland Segmentation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}