Abstract
General image editors are asked to make a photo look as if it were taken at f/1.4, yet it is rarely checked whether the blur they add follows thin-lens optics. A physical aperture edit spreads blur across depth in thin-lens proportions and changes the blur when the aperture changes; prior evaluations check blur monotonicity, sharpness-trend correlation, effective-aperture error, or vision-language judgments, and none we found reports the two properties separately at known depths. In this pilot audit of two editors (Gemini~3.1 Flash Image and GPT-image-2.5) we compare against a rendered oracle: Blender Cycles scenes with true thin-lens depth of field, one blur-width estimator applied identically to oracle and editor outputs, and preregistered depth and aperture indices. In 24 texture scenes rendered in one three-panel geometry, accepted and measurable panels show f/1.4-to-f/2.8 width ratios, $\barσ_{1.4}/\barσ_{2.8}$, of 0.99--1.18 against 1.98--2.13 for the oracle, and ratios of pooled median Gaussian-equivalent near/far blur widths of about 1.18--1.25 (Gemini) and 0.97--1.05 (GPT-image) against 1.69--1.82. Preregistered black-box interventions show that qualitative wording changes blur strength by roughly 2--10 times, whereas a request for 2 versus 6 px changes it 1.1--1.3 times and no tested wording of the f-number meets the registered ``followed'' criterion. The depth compression appears in the original and reversed centre-focus layouts; with the focus on the near panel, the available-panel depth index reaches the registered threshold, and the aperture response stays attenuated in every layout tested. Scalar metrics adapted from published ones give oracle-like scores to synthetic editors whose proportions are compressed.
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Cite this article
APA 7
Chen, Z., Zhao, Y., Zhu, Y., Yao, X., Ren, M., Sun, Y., & Chen, Y. (2026). Do Image Editors Follow Depth-Dependent Blur and Aperture Response? A Rendered-Ground-Truth Pilot Audit. https://omanscience.com/en/articles/do-image-editors-follow-depth-dependent-blur-and-aperture-response-a-rendered-ground-truth-pilot-audit
MLA 9
Chen, Zhihan, et al. "Do Image Editors Follow Depth-Dependent Blur and Aperture Response? A Rendered-Ground-Truth Pilot Audit." https://omanscience.com/en/articles/do-image-editors-follow-depth-dependent-blur-and-aperture-response-a-rendered-ground-truth-pilot-audit.
Chicago (author–date)
Chen, Zhihan, Yuhuan Zhao, Yijie Zhu, Xinyu Yao, Mengcong Ren, Yuchen Sun, and Yunqing Chen. 2026. "Do Image Editors Follow Depth-Dependent Blur and Aperture Response? A Rendered-Ground-Truth Pilot Audit." https://omanscience.com/en/articles/do-image-editors-follow-depth-dependent-blur-and-aperture-response-a-rendered-ground-truth-pilot-audit.
Harvard
Chen, Z., Zhao, Y., Zhu, Y., Yao, X., Ren, M., Sun, Y. and Chen, Y. (2026) 'Do Image Editors Follow Depth-Dependent Blur and Aperture Response? A Rendered-Ground-Truth Pilot Audit', Available at: https://omanscience.com/en/articles/do-image-editors-follow-depth-dependent-blur-and-aperture-response-a-rendered-ground-truth-pilot-audit.
Vancouver
Chen Z, Zhao Y, Zhu Y, Yao X, Ren M, Sun Y, et al. Do Image Editors Follow Depth-Dependent Blur and Aperture Response? A Rendered-Ground-Truth Pilot Audit. https://omanscience.com/en/articles/do-image-editors-follow-depth-dependent-blur-and-aperture-response-a-rendered-ground-truth-pilot-audit
IEEE
Z. Chen, Y. Zhao, Y. Zhu, X. Yao, M. Ren, Y. Sun, and Y. Chen, "Do Image Editors Follow Depth-Dependent Blur and Aperture Response? A Rendered-Ground-Truth Pilot Audit," https://omanscience.com/en/articles/do-image-editors-follow-depth-dependent-blur-and-aperture-response-a-rendered-ground-truth-pilot-audit.