Thiago Vallin Spina

ORCID

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 13

Top Venues

CoRR

ISBI

IEEE Trans. Image Process.

SIBGRAPI

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

Publications

Gustavo J. Q. de Vasconcelos, Thiago Vallin Spina, Hélio Pedrini
Low-Cost Domain Adaptation for Crop and Weed Segmentation. CIARP (2021)
Henrique M. Gonçalves, Gustavo J. Q. de Vasconcelos, Paola R. R. Rangel, Murilo Carvalho, Nathaly L. Archilha, Thiago Vallin Spina
cudaIFT: 180x Faster Image Foresting Transform for Waterpixel Estimation using CUDA. VISIGRAPP (4: VISAPP) (2019)
Dennis Eschweiler, Thiago Vallin Spina, Rohan C. Choudhury, Elliot Meyerowitz, Alexandre Cunha, Johannes Stegmaier
CNN-Based Preprocessing to Optimize Watershed-Based Cell Segmentation in 3D Confocal Microscopy Images. ISBI (2019)
Renzo Phellan, Thomas Lindner, Michael Helle, Thiago Vallin Spina, Alexandre X. Falcão, Nils Daniel Forkert
Four-Dimensional ASL MR Angiography Phantoms with Noise Learned by Neural Styling. CVII-STENT/LABELS@MICCAI (2018)
Thiago Vallin Spina, Johannes Stegmaier, Alexandre X. Falcão, Elliot Meyerowitz, Alexandre Cunha
SEGMENT3D: A web-based application for collaborative segmentation of 3D images used in the shoot apical meristem. ISBI (2018)
Dennis Eschweiler, Thiago Vallin Spina, Rohan C. Choudhury, Elliot Meyerowitz, Alexandre Cunha, Johannes Stegmaier
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images. CoRR (2018)
Johannes Stegmaier, Thiago Vallin Spina, Alexandre X. Falcão, Andreas Bartschat, Ralf Mikut, Elliot Meyerowitz, Alexandre Cunha
Cell segmentation in 3D confocal images using supervoxel merge-forests with CNN-based hypothesis selection. ISBI (2018)
Thiago Vallin Spina, Johannes Stegmaier, Alexandre X. Falcão, Elliot Meyerowitz, Alexandre Cunha
SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem. CoRR (2017)
Johannes Stegmaier, Thiago Vallin Spina, Alexandre X. Falcão, Andreas Bartschat, Ralf Mikut, Elliot Meyerowitz, Alexandre Cunha
Cell Segmentation in 3D Confocal Images using Supervoxel Merge-Forests with CNN-based Hypothesis Selection. CoRR (2017)
Anderson Carlos Moreira Tavares, Paulo André Vechiatto Miranda, Thiago Vallin Spina, Alexandre Xavier Falcão
A Supervoxel-Based Solution to Resume Segmentation for Interactive Correction by Differential Image-Foresting Transforms. ISMM (2017)
Samuel Botter Martins, Thiago Vallin Spina, Clarissa L. Yasuda, Alexandre X. Falcão
A multi-object statistical atlas adaptive for deformable registration errors in anomalous medical image segmentation. Medical Imaging: Image Processing (2017)
Thiago Vallin Spina, Samuel Botter Martins, Alexandre Xavier Falcão
Interactive Medical Image Segmentation by Statistical Seed Models. SIBGRAPI (2016)
Thiago Vallin Spina, Alexandre Xavier Falcão
FOMTrace: Interactive Video Segmentation By Image Graphs and Fuzzy Object Models. CoRR (2016)
Thiago Vallin Spina, Alexandre X. Falcão
Robot users for the evaluation of boundary-tracking approaches in interactive image segmentation. ICIP (2014)
Thiago Vallin Spina, Paulo A. V. de Miranda, Alexandre Xavier Falcão
Hybrid Approaches for Interactive Image Segmentation Using the Live Markers Paradigm. IEEE Trans. Image Process. 23 (12) (2014)
Ivan Mingireanov Filho, Thiago Vallin Spina, Alexandre Xavier Falcão, Alexandre Campane Vidal
Corrigendum to 'Segmentation of sandstone thin section images with separation of touching grains using optimum path forest operators' [Computers & Geosciences (2013) 146-157]. Comput. Geosci. 62 (2014)
Ivan Mingireanov Filho, Thiago Vallin Spina, Alexandre Xavier Falcão, Alexandre Campane Vidal
Segmentation of sandstone thin section images with separation of touching grains using optimum path forest operators. Comput. Geosci. 57 (2013)
Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Alexandre X. Falcão, Guillermo Sapiro
Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies. CoRR (2013)
Paulo E. Rauber, Alexandre X. Falcão, Thiago Vallin Spina, Pedro J. de Rezende
Interactive Segmentation by Image Foresting Transform on Superpixel Graphs. SIBGRAPI (2013)
Rodrigo Minetto, Thiago Vallin Spina, Alexandre X. Falcão, Neucimar Jerônimo Leite, João Paulo Papa, Jorge Stolfi
IFTrace: Video segmentation of deformable objects using the Image Foresting Transform. Comput. Vis. Image Underst. 116 (2) (2012)
Thiago Vallin Spina, Paulo A. V. de Miranda, Alexandre X. Falcão
Intelligent Understanding of User Interaction in Image Segmentation. Int. J. Pattern Recognit. Artif. Intell. 26 (2) (2012)
Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro
A computer vision approach for the assessment of autism-related behavioral markers. ICDL-EPIROB (2012)
Paulo A. V. Miranda, Alexandre X. Falcão, Thiago Vallin Spina
Riverbed: A Novel User-Steered Image Segmentation Method Based on Optimum Boundary Tracking. IEEE Trans. Image Process. 21 (6) (2012)
Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro
Computer vision tools for the non-invasive assessment of autism-related behavioral markers CoRR (2012)
Paulo A. V. Miranda, Alexandre X. Falcão, Thiago Vallin Spina
The riverbed approach for user-steered image segmentation. ICIP (2011)
Thiago Vallin Spina, Alexandre X. Falcão, Paulo André Vechiatto Miranda
User-Steered Image Segmentation Using Live Markers. CAIP (1) (2011)
Thiago Vallin Spina, Alexandre X. Falcão
Intelligent Understanding of User Input Applied to Arc-Weight Estimation for Graph-Based Foreground Segmentation. SIBGRAPI (2010)
Thiago Vallin Spina, Javier A. Montoya-Zegarra, Fabio Andrijauskas, Fábio Augusto Faria, Carlos E. A. Zampieri, Sheila M. Pinto-Caceres, Tiago Jose de Carvalho, Alexandre X. Falcão
A Comparative Study among Pattern Classifiers in Interactive Image Segmentation. SIBGRAPI (2009)
Thiago Vallin Spina, Javier A. Montoya-Zegarra, Paulo A. V. Miranda, Alexandre X. Falcão
Improving User Control with Minimum Involvement in User-Guided Segmentation by Image Foresting Transform. CAIP (2009)
Thiago Vallin Spina, Javier A. Montoya-Zegarra, Alexandre X. Falcão, Paulo A. V. Miranda
Fast interactive segmentation of natural images using the image foresting transform. DPS (2009)

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Publication Activity (10 Years)

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Thiago Vallin Spina