Concepedia

Carlos Becker

CB

19

Publications

872

Citations

16

H-Index

1984

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

École Normale Supérieure - PSL

Carlos Becker is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, machine vision, and computer vision.

Top concepts

EngineeringMachine VisionImage AnalysisComputer VisionPattern RecognitionData ScienceComputer ScienceMachine LearningDeep LearningMedical Image Computing

Publications per year

1984–2019

19

Publications

19

Supervised Feature Learning for Curvilinear Structure Segmentation

Carlos Becker, Roberto Rigamonti, Vincent Lepetit et al. · Lecture notes in computer science · 2013 · 167 citations · Full text

Geometric Modeling, Machine Vision, Image Analysis +11

The effects of aging on neuropil structure in mouse somatosensory cortex—A 3D electron microscopy analysis of layer 1

Marta Wawrzyniak, Carlos Becker, Bohumil Maco et al. · PLoS ONE · 2018 · 76 citations · Full text

Generalized Synapse Loss, Structural Plasticity, Cellular Neurobiology +20

Network Flow Integer Programming to Track Elliptical Cells in Time-Lapse Sequences

Engin Türetken, Xinchao Wang, Carlos Becker et al. · IEEE Transactions on Medical Imaging · 2016 · 70 citations · Full text

Mathematical Programming, Scene Analysis, Engineering +30

Classification of Aerial Photogrammetric 3D Point Clouds

Carlos Becker, Elena Rosinskaya, Nicolai Häni et al. · Photogrammetric Engineering & Remote Sensing · 2018 · 69 citations · Full text

Engineering, Machine Learning, Powerful Method +23

Learning Context Cues for Synapse Segmentation

Carlos Becker, Karim Ali, Graham Knott et al. · IEEE Transactions on Medical Imaging · 2013 · 66 citations · Full text

Engineering, Neural Recoding, Brain Mapping +16

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