Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision

Caleb Tung; Abhinav Goel; Xiao Hu; Nick Eliopoulos; Emmanuel S. Amobi; George K. Thiruvathukal; Vipin Chaudhary; Yung Hsiang Lu

doi:10.1109/AICAS54282.2022.9870012

Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision

Caleb Tung
, Abhinav Goel
, Xiao Hu
, Nick Eliopoulos
, Emmanuel S. Amobi
, George K. Thiruvathukal
, Vipin Chaudhary
, Yung Hsiang Lu

Loyola University Chicago

Purdue University
Loyola University of Chicago
Case Western Reserve University

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

Original language	English
Title of host publication	Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	340-343
Number of pages	4
ISBN (Electronic)	9781665409964
DOIs	https://doi.org/10.1109/AICAS54282.2022.9870012
State	Published - 2022
Event	4th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022 - Incheon, Korea, Republic of Duration: Jun 13 2022 → Jun 15 2022

Publication series

Name	Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022

Conference

Conference	4th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022
Country/Territory	Korea, Republic of
City	Incheon
Period	6/13/22 → 6/15/22

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Science Applications
Computer Vision and Pattern Recognition
Hardware and Architecture
Human-Computer Interaction
Electrical and Electronic Engineering

Keywords

computer vision
datasets
embedded systems
low-power devices

Access to Document

10.1109/AICAS54282.2022.9870012

Cite this

Tung, C., Goel, A., Hu, X., Eliopoulos, N., Amobi, E. S., Thiruvathukal, G. K., Chaudhary, V., & Lu, Y. H. (2022). Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. In Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022 (pp. 340-343). (Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AICAS54282.2022.9870012

Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. / Tung, Caleb; Goel, Abhinav; Hu, Xiao et al.
Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 340-343 (Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022).

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

Tung, C, Goel, A, Hu, X, Eliopoulos, N, Amobi, ES, Thiruvathukal, GK, Chaudhary, V & Lu, YH 2022, Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. in Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022. Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022, Institute of Electrical and Electronics Engineers Inc., pp. 340-343, 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022, Incheon, Korea, Republic of, 6/13/22. https://doi.org/10.1109/AICAS54282.2022.9870012

Tung C, Goel A, Hu X, Eliopoulos N, Amobi ES, Thiruvathukal GK et al. Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. In Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 340-343. (Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022). doi: 10.1109/AICAS54282.2022.9870012

Tung, Caleb ; Goel, Abhinav ; Hu, Xiao et al. / Irrelevant Pixels are Everywhere : Find and Exclude Them for More Efficient Computer Vision. Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 340-343 (Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022).

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author = "Caleb Tung and Abhinav Goel and Xiao Hu and Nick Eliopoulos and Amobi, \{Emmanuel S.\} and Thiruvathukal, \{George K.\} and Vipin Chaudhary and Lu, \{Yung Hsiang\}",

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AU - Thiruvathukal, George K.

AU - Chaudhary, Vipin

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KW - datasets

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KW - low-power devices

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Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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