Bioimage Computing


Automatic Classification of Low-Resolution Chromosomal Images
Swati, Monika Sharma, Lovekesh Vig
[pdf]
[bibtex]
@InProceedings{Swati_2018_ECCV_Workshops},
author = {Swati, and Sharma, Monika and Vig, Lovekesh},
title = {Automatic Classification of Low-Resolution Chromosomal Images},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Feature2Mass: Visual Feature Processing in Latent Space for Realistic Labeled Mass Generation
Jae-Hyeok Lee, Seong Tae Kim, Hakmin Lee, Yong Man Ro
[pdf]
[bibtex]
@InProceedings{Lee_2018_ECCV_Workshops},
author = {Lee, Jae-Hyeok and Tae Kim, Seong and Lee, Hakmin and Man Ro, Yong},
title = {Feature2Mass: Visual Feature Processing in Latent Space for Realistic Labeled Mass Generation},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Ordinal Regression with Neuron Stick-breaking for Medical Diagnosis
Xiaofeng Liu, Yang Zou, Yuhang Song, Chao Yang, Jane You, B. V. K Vijaya Kumar
[pdf]
[bibtex]
@InProceedings{Liu_2018_ECCV_Workshops},
author = {Liu, Xiaofeng and Zou, Yang and Song, Yuhang and Yang, Chao and You, Jane and K Vijaya Kumar, B. V.},
title = {Ordinal Regression with Neuron Stick-breaking for Medical Diagnosis},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Multi-level Activation for Segmentation of Hierarchically-nested Classes
Marie Piraud, Anjany Sekuboyina, Bjorn H. Menze
[pdf]
[bibtex]
@InProceedings{Piraud_2018_ECCV_Workshops},
author = {Piraud, Marie and Sekuboyina, Anjany and Menze, Bjorn H.},
title = {Multi-level Activation for Segmentation of Hierarchically-nested Classes},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets
Toufiq Parag, Daniel Berger, Lee Kamentsky, Benedikt Staffler, Donglai Wei, Moritz Helmstaedter, Jeff W. Lichtman, Hanspeter Pfister
[pdf]
[bibtex]
@InProceedings{Parag_2018_ECCV_Workshops},
author = {Parag, Toufiq and Berger, Daniel and Kamentsky, Lee and Staffler, Benedikt and Wei, Donglai and Helmstaedter, Moritz and Lichtman, Jeff W. and Pfister, Hanspeter},
title = {Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

2D and 3D Vascular Structures Enhancement via Multiscale Fractional Anisotropy Tensor
Haifa F. Alhasson, Shuaa S. Alharbi, Boguslaw Obara
[pdf]
[bibtex]
@InProceedings{Alhasson_2018_ECCV_Workshops},
author = {Alhasson, Haifa F. and Alharbi, Shuaa S. and Obara, Boguslaw},
title = {2D and 3D Vascular Structures Enhancement via Multiscale Fractional Anisotropy Tensor},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Improved Dictionary Learning with Enriched Information for Biomedical Images
Shengda Luo, Alex Po Leung
[pdf]
[bibtex]
@InProceedings{Luo_2018_ECCV_Workshops},
author = {Luo, Shengda and Po Leung, Alex},
title = {Improved Dictionary Learning with Enriched Information for Biomedical Images},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Visual and Quantitative Comparison of Real and Simulated Biomedical Image Data
Tereza Necasova, David Svoboda
[pdf]
[bibtex]
@InProceedings{Necasova_2018_ECCV_Workshops},
author = {Necasova, Tereza and Svoboda, David},
title = {Visual and Quantitative Comparison of Real and Simulated Biomedical Image Data},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Instance Segmentation of Neural Cells
Jingru Yi, Pengxiang Wu, Menglin Jiang, Daniel J. Hoeppner, Dimitris N. Metaxas
[pdf]
[bibtex]
@InProceedings{Yi_2018_ECCV_Workshops},
author = {Yi, Jingru and Wu, Pengxiang and Jiang, Menglin and Hoeppner, Daniel J. and Metaxas, Dimitris N.},
title = {Instance Segmentation of Neural Cells},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Densely Connected Stacked U-network for Filament Segmentation in Microscopy Images
Yi Liu, Wayne Treible, Abhishek Kolagunda, Alex Nedo, Philip Saponaro, Jeffrey Caplan, Chandra Kambhamettu
[pdf]
[bibtex]
@InProceedings{Liu_2018_ECCV_Workshops},
author = {Liu, Yi and Treible, Wayne and Kolagunda, Abhishek and Nedo, Alex and Saponaro, Philip and Caplan, Jeffrey and Kambhamettu, Chandra},
title = {Densely Connected Stacked U-network for Filament Segmentation in Microscopy Images},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Deep Convolutional Neural Networks based Framework for Estimation of Stomata Density and Structure from Microscopic Images
Swati Bhugra, Deepak Mishra, Anupama Anupama, Santanu Chaudhury, Brejesh Lall, Archana Chugh, Viswanathan Chinnusamy
[pdf]
[bibtex]
@InProceedings{Bhugra_2018_ECCV_Workshops},
author = {Bhugra, Swati and Mishra, Deepak and Anupama, Anupama and Chaudhury, Santanu and Lall, Brejesh and Chugh, Archana and Chinnusamy, Viswanathan},
title = {Deep Convolutional Neural Networks based Framework for Estimation of Stomata Density and Structure from Microscopic Images},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

A Fast and Scalable Pipeline for Stain Normalization of Whole-Slide Images in Histopathology
Milos Stanisavljevic, Andreea Anghel, Nikolaos Papandreou, Sonali Andani, Pushpak Pati, Jan Hendrik Ruschoff, Peter Wild, Maria Gabrani, Haralampos Pozidis
[pdf]
[bibtex]
@InProceedings{Stanisavljevic_2018_ECCV_Workshops},
author = {Stanisavljevic, Milos and Anghel, Andreea and Papandreou, Nikolaos and Andani, Sonali and Pati, Pushpak and Hendrik Ruschoff, Jan and Wild, Peter and Gabrani, Maria and Pozidis, Haralampos},
title = {A Fast and Scalable Pipeline for Stain Normalization of Whole-Slide Images in Histopathology},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

A Benchmark for Epithelial Cell Tracking
Jan Funke, Lisa Mais, Andrew Champion, Natalie Dye, Dagmar Kainmueller
[pdf]
[bibtex]
@InProceedings{Funke_2018_ECCV_Workshops},
author = {Funke, Jan and Mais, Lisa and Champion, Andrew and Dye, Natalie and Kainmueller, Dagmar},
title = {A Benchmark for Epithelial Cell Tracking},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Automatic Fusion of Segmentation and Tracking Labels
Cem Emre Akbas, Vladimir Ulman, Martin Maska, Florian Jug, Michal Kozubek
[pdf]
[bibtex]
@InProceedings{Akbas_2018_ECCV_Workshops},
author = {Emre Akbas, Cem and Ulman, Vladimir and Maska, Martin and Jug, Florian and Kozubek, Michal},
title = {Automatic Fusion of Segmentation and Tracking Labels},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Identification of C. elegans strains using a fully convolutional neural network on behavioural dynamics
Avelino Javer, Andre E. X. Brown, Iasonas Kokkinos, Jens Rittscher
[pdf]
[bibtex]
@InProceedings{Javer_2018_ECCV_Workshops},
author = {Javer, Avelino and Brown, Andre E. X. and Kokkinos, Iasonas and Rittscher, Jens},
title = {Identification of C. elegans strains using a fully convolutional neural network on behavioural dynamics},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Towards automated multiscale imaging and analysis in TEM: Glomerulus detection by fusion of CNN and LBP maps
Elisabeth Wetzer, Joakim Lindblad, Ida-Maria Sintorn, Kjell Hultenby, Natasa Sladoje
[pdf]
[bibtex]
@InProceedings{Wetzer_2018_ECCV_Workshops},
author = {Wetzer, Elisabeth and Lindblad, Joakim and Sintorn, Ida-Maria and Hultenby, Kjell and Sladoje, Natasa},
title = {Towards automated multiscale imaging and analysis in TEM: Glomerulus detection by fusion of CNN and LBP maps},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Pre-training on Grayscale ImageNet Improves Medical Image Classification
Yiting Xie, David Richmond
[pdf]
[bibtex]
@InProceedings{Xie_2018_ECCV_Workshops},
author = {Xie, Yiting and Richmond, David},
title = {Pre-training on Grayscale ImageNet Improves Medical Image Classification},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}