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researcher

T. Parag

20 papers hereh-index 161.5k citations45 works total

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

author position
  • sole author3
  • first author7
  • middle author9
  • last author1

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV18
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedMachine learning of hierarchical clustering to segment 2D and 3D images

177 citations · 288 across the 20 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.CV2017★ 11 cited

Anisotropic EM Segmentation by 3D Affinity Learning and Agglomeration

Toufiq Parag, Fabian Tschopp, William Grisaitis +6

The field of connectomics has recently produced neuron wiring diagrams from relatively large brain regions from multiple animals. Most of these neural reconstructions were computed…

cs.CV2017★ 20 cited

Morphological Error Detection in 3D Segmentations

David Rolnick, Yaron Meirovitch, Toufiq Parag +5

Deep learning algorithms for connectomics rely upon localized classification, rather than overall morphology. This leads to a high incidence of erroneously merged objects. Humans,…

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