Jeffrey Caplan

According to our database, Jeffrey Caplan authored at least 9 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Pick and Trace: Instance Segmentation for Filamentous Objects with a Recurrent Neural Network.

Yi Liu, Su Peng, Jeffrey Caplan, Chandra Kambhamettu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Extraction and Quantification of Actin Cytoskeleton in Microscopic Images Using a Deep Learning Based Framework and a Curve Clustering Model.

Yi Liu, Jeffrey Caplan, Chandra Kambhamettu

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2020

Quantifying Actin Filaments in Microscopic Images using Keypoint Detection Techniques and A Fast Marching Algorithm.

Yi Liu, Alexander Nedo, Kody Seward, Jeffrey Caplan, Chandra Kambhamettu

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Intersection to Overpass: Instance Segmentation on Filamentous Structures With an Orientation-Aware Neural Network and Terminus Pairing Algorithm.

Yi Liu, Abhishek Kolagunda, Wayne Treible, Alex Nedo, Jeffrey Caplan, Chandra Kambhamettu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

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

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Three-dimensional segmentation of vesicular networks of fungal hyphae in macroscopic microscopy image stacks.

Philip Saponaro, Wayne Treible, Abhishek Kolagunda, Stephen Rhein, Jeffrey Caplan, Chandra Kambhamettu, Randall Wisser

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Stromule branch tip detection based on accurate cell image segmentation.

Guoyu Lu, Li Ren, Jeffrey Caplan, Chandra Kambhamettu

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

DeepXScope: Segmenting Microscopy Images with a Deep Neural Network.

Philip Saponaro, Wayne Treible, Abhishek Kolagunda, Timothy Chaya, Jeffrey Caplan, Chandra Kambhamettu, Randall Wisser

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Detection of fungal spores in 3D microscopy images of macroscopic areas of host tissue.

Abhishek Kolagunda, Randall Wisser, Timothy Chaya, Jeffrey Caplan, Chandra Kambhamettu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016