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Amirhossein Khalilian-Gourtani

10 papers hereh-index 8280 citations33 works total

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

author position
  • first author1
  • middle author9

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • eess.IV7
  • cs.CV1
  • cs.LG1
  • cs.SD1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedCDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing

33 citations · 63 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

eess.IV2021★ 33 cited

CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing

Nikola Janjušević, Amirhossein Khalilian-Gourtani, Yao Wang

Deep learning based methods hold state-of-the-art results in low-level image processing tasks, but remain difficult to interpret due to their black-box construction. Unrolled optim…

eess.IV2021★ 3 cited

CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning

Nikola Janjušević, Amirhossein Khalilian-Gourtani, Yao Wang

Deep learning based methods hold state-of-the-art results in image denoising, but remain difficult to interpret due to their construction from poorly understood building blocks suc…

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