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J. T. Cobb

3 papers hereh-index 10326 citations40 works total

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedTarget Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders

28 citations · 29 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CV2021★ 28 cited

Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders

Isaac J. Sledge, Matthew S. Emigh, Jonathan L. King +3

We propose a framework for saliency-based, multi-target detection and segmentation of circular-scan, synthetic-aperture-sonar (CSAS) imagery. Our framework relies on a multi-branch…

cs.CV2016★ 1 cited

Partial Membership Latent Dirichlet Allocation

Chao Chen, Alina Zare, Huy Trinh +3

Topic models (e.g., pLSA, LDA, sLDA) have been widely used for segmenting imagery. However, these models are confined to crisp segmentation, forcing a visual word (i.e., an image p…

stat.ML2015

Partial Membership Latent Dirichlet Allocation

Chao Chen, Alina Zare, J. Tory Cobb

Topic models (e.g., pLSA, LDA, SLDA) have been widely used for segmenting imagery. These models are confined to crisp segmentation. Yet, there are many images in which some regions…

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