Just Recognizable Distortion (JRD) refers to the minimum distortion that notably affects the recognition performance of a machine vision model. If a distortion added to images or videos falls within this JRD threshold, the degradation of the recognition performance will be unnoticeable. Based on this JRD property, it will be useful to Video Coding for Machine (VCM) to minimize the bit rate while maintaining the recognition performance of compressed images.

Dataset Files

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[1] Yun Zhang, Haoqin Lin, Jing Sun, Linwei Zhu, Sam Kwong, "Object-Wise Just Recognizable Distortion Dataset", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/q5fq-d638. Accessed: Feb. 25, 2024.
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doi = {10.21227/q5fq-d638},
url = {http://dx.doi.org/10.21227/q5fq-d638},
author = {Yun Zhang; Haoqin Lin; Jing Sun; Linwei Zhu; Sam Kwong },
publisher = {IEEE Dataport},
title = {Object-Wise Just Recognizable Distortion Dataset},
year = {2023} }
TY - DATA
T1 - Object-Wise Just Recognizable Distortion Dataset
AU - Yun Zhang; Haoqin Lin; Jing Sun; Linwei Zhu; Sam Kwong
PY - 2023
PB - IEEE Dataport
UR - 10.21227/q5fq-d638
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Yun Zhang, Haoqin Lin, Jing Sun, Linwei Zhu, Sam Kwong. (2023). Object-Wise Just Recognizable Distortion Dataset. IEEE Dataport. http://dx.doi.org/10.21227/q5fq-d638
Yun Zhang, Haoqin Lin, Jing Sun, Linwei Zhu, Sam Kwong, 2023. Object-Wise Just Recognizable Distortion Dataset. Available at: http://dx.doi.org/10.21227/q5fq-d638.
Yun Zhang, Haoqin Lin, Jing Sun, Linwei Zhu, Sam Kwong. (2023). "Object-Wise Just Recognizable Distortion Dataset." Web.
1. Yun Zhang, Haoqin Lin, Jing Sun, Linwei Zhu, Sam Kwong. Object-Wise Just Recognizable Distortion Dataset [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/q5fq-d638
Yun Zhang, Haoqin Lin, Jing Sun, Linwei Zhu, Sam Kwong. "Object-Wise Just Recognizable Distortion Dataset." doi: 10.21227/q5fq-d638