Marcelo Ricardo Stemmer

Universidade Federal de Santa Catarina — Brazil

Engineering · Physical Sciences

11h-index400citations75works1.82yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Industrial Vision Systems and Defect Detection(15), Advanced Vision and Imaging(10), Optical measurement and interference techniques(8), Real-Time Systems Scheduling(8), Image Processing Techniques and Applications(8)

Publications75 total

Transformers or Not
Revista de Informática Teórica e Aplicada·2026Open Access
Act-retrieval: a framework for action-based image retrieval
Multimedia Tools and Applications·2025· 1 cited
CNN-Based Multi-Object Detection and Segmentation in 3D LiDAR Data for Dynamic Industrial Environments
Robotics·2024· 4 citedOpen Access
CNN-based Multi-Object Detection and Segmentation in 3D LiDAR Data for Dynamic Industrial Environments
Preprints.org·2024· 2 citedOpen Access
Comparison of Modern Deep Neural Networks Architectures for Cross-section Segmentation in Images of Log Ends
IEEE Latin America Transactions·2024· 3 citedOpen Access
Instance Segmentation to Path Planning in a Simulated Industrial Environment
Lecture notes in networks and systems·2024· 1 cited
Synthetic Data Generation on Dynamic Industrial Environment for Object Detection, Tracking, and Segmentation CNNs
IFIP advances in information and communication technology·2023· 1 citedOpen Access
Act-Cbir: Detecting and Retrieving Actions in Still Images
SSRN Electronic Journal·2022Open Access
A CNN approach for online metal can end rivet inspection
International Journal of Computer Applications in Technology·2022
A CNN approach for online metal can end rivet inspection
International Journal of Computer Applications in Technology·2022
A NOVEL DEEP LEARNING BASED METHOD FOR DETECTION AND COUNTING OF VEHICLES IN URBAN TRAFFIC SURVEILLANCE SYSTEMS
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2021· 4 citedOpen Access
A NOVEL METHOD FOR INSPECTION DEFECTS IN COMMERCIAL EGGS USING COMPUTER VISION
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2021· 9 citedOpen Access
Adaptable Architecture for the Development of Computer Vision Systems in FPGA
IEEE Latin America Transactions·2020· 19 cited
Towards a Complete Pipeline for Segmenting Nuclei in Feulgen-Stained Images
Anais do XI Computer on the Beach - COTB '20·2020· 2 citedOpen Access
3D PHOTOGRAMMETRIC INSPECTION OF RISERS USING RPAS AND DEEP LEARNING IN OIL AND GAS OFFSHORE PLATFORMS
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2020· 6 citedOpen Access
TARGETLESS PHOTOGRAMMETRY NETWORK SIMULATION FOR INSPECTION PLANNING IN OIL AND GAS INDUSTRY
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2020· 7 citedOpen Access
Incremental and decremental fuzzy bounded twin support vector machine
Information Sciences·2020· 32 cited
Towards a Complete Pipeline for Segmenting Nuclei in Feulgen-Stained\n Images
arXiv (Cornell University)·2020Open Access
A convolutional neural network approach on bead geometry estimation for a laser cladding system
The International Journal of Advanced Manufacturing Technology·2019· 20 cited
Automatic Identification and Prediction of Anatomical Points in Monocular Images for Postural Assessment
2019
page 1 of 4Next →

Frequent Co-authors

Maurício Edgar Stivanello(9), Mário Lúcio Roloff(7), Alexandre Reeberg de Mello(6), José Alexandre de França(4), Francisco Vasques(4), J. D. Salazar(4), Maria Bernadete de Morais França(3), Alessandro L. Koerich(3), Tilo Pfeifer(3), Rafael Luiz Cancian(3), Antônio Augusto Fröhlich(3), Max Mauro Dias Santos(3), Flávio Gabriel Oliveira Barbosa(3), D. Schneider(3), Charbel Szymanski(2), Jomi Fred Hübner(2), Robert Schmitt(2), Saulo Vargas(2), Alberto Pavim(2), Y. M. Valencia(2)