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researcher

N. Martinel

24 papers hereh-index 263k citations114 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author10
  • last author9

Across the 23 of 24 papers where every author was matched, so the position is known.

fields
  • cs.CV23
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedThe UMCD Dataset

65 citations · 236 across the 24 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.CV2021

TUCaN: Progressively Teaching Colourisation to Capsules

Rita Pucci, Niki Martinel

Automatic image colourisation is the computer vision research path that studies how to colourise greyscale images (for restoration). Deep learning techniques improved image colouri…

cs.CV2021★ 20 cited

Weakly-Supervised Domain Adaptation of Deep Regression Trackers via Reinforced Knowledge Distillation

Matteo Dunnhofer, Niki Martinel, Christian Micheloni

Deep regression trackers are among the fastest tracking algorithms available, and therefore suitable for real-time robotic applications. However, their accuracy is inadequate in ma…

cs.CV2021

Collaboration among Image and Object Level Features for Image Colourisation

Rita Pucci, Christian Micheloni, Niki Martinel

Image colourisation is an ill-posed problem, with multiple correct solutions which depend on the context and object instances present in the input datum. Previous approaches attack…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.