Jeffrey Caplan

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 10

Top Topics

Image Segmentation

Microscopic Images

Top Venues

Publications

Yi Liu, Su Peng, Jeffrey Caplan, Chandra Kambhamettu
Pick and Trace: Instance Segmentation for Filamentous Objects with a Recurrent Neural Network. MICCAI (8) (2023)
Yi Liu, Jeffrey Caplan, Chandra Kambhamettu
Extraction and Quantification of Actin Cytoskeleton in Microscopic Images Using a Deep Learning Based Framework and a Curve Clustering Model. ICPR (2022)
Yi Liu, Alexander Nedo, Kody Seward, Jeffrey Caplan, Chandra Kambhamettu
Quantifying Actin Filaments in Microscopic Images using Keypoint Detection Techniques and A Fast Marching Algorithm. ICIP (2020)
Yi Liu, Abhishek Kolagunda, Wayne Treible, Alex Nedo, Jeffrey Caplan, Chandra Kambhamettu
Intersection to Overpass: Instance Segmentation on Filamentous Structures With an Orientation-Aware Neural Network and Terminus Pairing Algorithm. CVPR Workshops (2019)
Yi Liu, Wayne Treible, Abhishek Kolagunda, Alex Nedo, Philip Saponaro, Jeffrey Caplan, Chandra Kambhamettu
Densely Connected Stacked U-network for Filament Segmentation in Microscopy Images. ECCV Workshops (6) (2018)
Philip Saponaro, Wayne Treible, Abhishek Kolagunda, Stephen Rhein, Jeffrey Caplan, Chandra Kambhamettu, Randall Wisser
Three-dimensional segmentation of vesicular networks of fungal hyphae in macroscopic microscopy image stacks. ICIP (2017)
Philip Saponaro, Wayne Treible, Abhishek Kolagunda, Timothy Chaya, Jeffrey Caplan, Chandra Kambhamettu, Randall Wisser
DeepXScope: Segmenting Microscopy Images with a Deep Neural Network. CVPR Workshops (2017)
Philip Saponaro, Wayne Treible, Abhishek Kolagunda, Stephen Rhein, Jeffrey Caplan, Chandra Kambhamettu, Randall Wisser
Three-Dimensional Segmentation of Vesicular Networks of Fungal Hyphae in Macroscopic Microscopy Image Stacks. CoRR (2017)
Guoyu Lu, Li Ren, Jeffrey Caplan, Chandra Kambhamettu
Stromule branch tip detection based on accurate cell image segmentation. ICIP (2017)
Abhishek Kolagunda, Randall Wisser, Timothy Chaya, Jeffrey Caplan, Chandra Kambhamettu
Detection of fungal spores in 3D microscopy images of macroscopic areas of host tissue. BIBM (2016)