Two Stream Active Query Suggestion for Active Learning in Connectomics

Zudi Lin; Donglai Wei; Won Dong Jang; Siyan Zhou; Xupeng Chen; Xueying Wang; Richard Schalek; Daniel Berger; Brian Matejek; Lee Kamentsky; Adi Peleg; Daniel Haehn; Thouis Jones; Toufiq Parag; Jeff Lichtman; Hanspeter Pfister

doi:10.1007/978-3-030-58523-5_7

Two Stream Active Query Suggestion for Active Learning in Connectomics

Zudi Lin
, Donglai Wei
, Won Dong Jang
, Siyan Zhou
, Xupeng Chen
, Xueying Wang
, Richard Schalek
, Daniel Berger
, Brian Matejek
, Lee Kamentsky
, Adi Peleg
, Daniel Haehn
, Thouis Jones
, Toufiq Parag
, Jeff Lichtman
, Hanspeter Pfister

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings
Editors	Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	103-120
Number of pages	18
ISBN (Print)	9783030585228
DOIs	https://doi.org/10.1007/978-3-030-58523-5_7
State	Published - 2020
Event	16th European Conference on Computer Vision, ECCV 2020 - Glasgow, United Kingdom Duration: Aug 23 2020 → Aug 28 2020

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12363 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	16th European Conference on Computer Vision, ECCV 2020
Country/Territory	United Kingdom
City	Glasgow
Period	8/23/20 → 8/28/20

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Active learning
Connectomics
Image classification
Object detection
Semantic segmentation

Access to Document

10.1007/978-3-030-58523-5_7

Cite this

Lin, Z., Wei, D., Jang, W. D., Zhou, S., Chen, X., Wang, X., Schalek, R., Berger, D., Matejek, B., Kamentsky, L., Peleg, A., Haehn, D., Jones, T., Parag, T., Lichtman, J., & Pfister, H. (2020). Two Stream Active Query Suggestion for Active Learning in Connectomics. In A. Vedaldi, H. Bischof, T. Brox, & J.-M. Frahm (Eds.), Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings (pp. 103-120). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12363 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-58523-5_7

Two Stream Active Query Suggestion for Active Learning in Connectomics. / Lin, Zudi; Wei, Donglai; Jang, Won Dong et al.
Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. ed. / Andrea Vedaldi; Horst Bischof; Thomas Brox; Jan-Michael Frahm. Springer Science and Business Media Deutschland GmbH, 2020. p. 103-120 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12363 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lin, Z, Wei, D, Jang, WD, Zhou, S, Chen, X, Wang, X, Schalek, R, Berger, D, Matejek, B, Kamentsky, L, Peleg, A, Haehn, D, Jones, T, Parag, T, Lichtman, J & Pfister, H 2020, Two Stream Active Query Suggestion for Active Learning in Connectomics. in A Vedaldi, H Bischof, T Brox & J-M Frahm (eds), Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12363 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 103-120, 16th European Conference on Computer Vision, ECCV 2020, Glasgow, United Kingdom, 8/23/20. https://doi.org/10.1007/978-3-030-58523-5_7

Lin Z, Wei D, Jang WD, Zhou S, Chen X, Wang X et al. Two Stream Active Query Suggestion for Active Learning in Connectomics. In Vedaldi A, Bischof H, Brox T, Frahm JM, editors, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Springer Science and Business Media Deutschland GmbH. 2020. p. 103-120. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-58523-5_7

Lin, Zudi ; Wei, Donglai ; Jang, Won Dong et al. / Two Stream Active Query Suggestion for Active Learning in Connectomics. Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. editor / Andrea Vedaldi ; Horst Bischof ; Thomas Brox ; Jan-Michael Frahm. Springer Science and Business Media Deutschland GmbH, 2020. pp. 103-120 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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author = "Zudi Lin and Donglai Wei and Jang, \{Won Dong\} and Siyan Zhou and Xupeng Chen and Xueying Wang and Richard Schalek and Daniel Berger and Brian Matejek and Lee Kamentsky and Adi Peleg and Daniel Haehn and Thouis Jones and Toufiq Parag and Jeff Lichtman and Hanspeter Pfister",

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AU - Schalek, Richard

AU - Berger, Daniel

AU - Matejek, Brian

AU - Kamentsky, Lee

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Two Stream Active Query Suggestion for Active Learning in Connectomics

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ASJC Scopus Subject Areas

Keywords

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