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Martin Alain

  • PhD
  • Research Fellow
  • Trinity College Dublin School of School of Computer Science and Statistics
  • 2h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 8CitationsNumber of citations received by Martin's publications. Updated daily.

Research interests

Light fieldEpitomesSuper-resolutionDenoisingImage/Video compressionImage/Video processing

About

I am currently a postdoctoral researcher in the V-SENSE project at the School of Computer Science and Statistics in Trinity College Dublin. My research is focused on light field imaging technologies, investigating novel methods for light field denoising, scene reconstruction from light field, and light field rendering.

Co-authors (5)

  • Ronan Boitard
  • Jan Ondrej

Publications (8)

Fast and Accurate Optical Flow based Depth Map Estimation from Light Fields

  • Yang Chen
  • Martin Alain
  • Aljosa Smolic
IMVIP (2017)
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Scalable Image Coding based on Epitomes

  • Alain M
  • Guillemot C
  • Thoreau D
IEEE Transactions on Image Processing (2017)
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Full text

Learning clustering-based linear mappings for quantization noise removal

  • Alain M
  • Guillemot C
  • Thoreau D
2016 IEEE International Conference on Image Processing (ICIP) (2016)
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Epitomic image factorization via neighbor-embedding

  • Turkan M
  • Alain M
  • Thoreau D
2015 IEEE International Conference on Image Processing (ICIP) (2015)
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Clustering-based methods for fast epitome generation

  • Alain M
  • Guillemot C
  • Thoreau D
European Signal Processing Conference (2014)
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  • 1

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Professional experience

Research Fellow

School of Computer Science and Statistics, Trinity College Dublin

September 2016 - Present

Ph. D. Student

INRIA Rennes / Technicolor

October 2012 - October 2015(3 years)

Education history

PhD

INRIA Rennes

October 2012 - January 2016(3 years)

Dipl.-Ing

ENSEIRB-MATMECA

September 2009 - September 2012(3 years)