17 citations · 26 across the 6 of their papers we have counts for
6 papers · 1 filter
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images
Dennis Eschweiler, Thiago V. Spina, Rohan C. Choudhury +3
The quantitative analysis of cellular membranes helps understanding developmental processes at the cellular level. Particularly 3D microscopic image data offers valuable insights i…
SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem
Thiago V. Spina, Johannes Stegmaier, Alexandre X. Falcão +2
The quantitative analysis of 3D confocal microscopy images of the shoot apical meristem helps understanding the growth process of some plants. Cell segmentation in these images is…
Cell Segmentation in 3D Confocal Images using Supervoxel Merge-Forests with CNN-based Hypothesis Selection
Johannes Stegmaier, Thiago V. Spina, Alexandre X. Falcão +4
Automated segmentation approaches are crucial to quantitatively analyze large-scale 3D microscopy images. Particularly in deep tissue regions, automatic methods still fail to provi…
FOMTrace: Interactive Video Segmentation By Image Graphs and Fuzzy Object Models
Thiago Vallin Spina, Alexandre Xavier Falcão
Common users have changed from mere consumers to active producers of multimedia data content. Video editing plays an important role in this scenario, calling for simple segmentatio…
Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies
Thiago V. Spina, Mariano Tepper, Amy Esler +4
Video object segmentation is a challenging problem due to the presence of deformable, connected, and articulated objects, intra- and inter-object occlusions, object motion, and poo…
Computer vision tools for the non-invasive assessment of autism-related behavioral markers
Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper +4
The early detection of developmental disorders is key to child outcome, allowing interventions to be initiated that promote development and improve prognosis. Research on autism sp…