capture_degrade — SYMBOL `symbol_capture` op

• 資料種類:image2d → image2d

• 呼叫: import fullseye as fs; fs.ledger.capture_degrade(image, *, defocus_px=0.0, motion_px=0.0, motion_deg=0.0, gauss_px=0.0, illum_slope=0.0, illum_deg=0.0, vignette=0.0, exposure=1.0, full_well_e=None, read_noise_e=0.0, bits=None, seed=0)(要直接呼叫實作,import symrender; symrender.capture_degrade(image, *, defocus_px=0.0, motion_px=0.0, motion_deg=0.0, gauss_px=0.0, illum_slope=0.0, illum_deg=0.0, vignette=0.0, exposure=1.0, full_well_e=None, read_noise_e=0.0, bits=None, seed=0);從台帳取用則 opssymbol.get("capture_degrade"))

• GPU:無(僅 CPU 參考實作)

用法

對反射率影像施加成像劣化(照明、模糊、感測器雜訊)(image2d)。

> 以下的詳細說明為原文 —— 摘要與標題已翻譯。

Apply the capture chain to a reflectance image, in physical order:

1. illumination: E = exposure · (1 + illum_slope · s) · (1 − vignette · ρ²) with s in [−0.5, 0.5] across the image along illum_deg and ρ = radius / half diagonal (so illum_slope = 0.4 means 40 % more light on one side than the other);

2. lens: defocus as a uniform disc of diameter defocus_px (the geometric blur circle c = A·|Δz|/z' in pixels), uniform motion over motion_px along motion_deg, and a Gaussian of standard deviation gauss_px (residual aberrations / diffraction), each area-integrated, borders replicated;

3. sensor (only if full_well_e is given): the irradiance 1.0 fills full_well_e electrons; Poisson shot noise, Gaussian read noise read_noise_e (electrons), saturation at full well, and bits-bit quantisation if given. Output = electrons / full_well_e, in [0, 1].

Deterministic for a given seed. Without full_well_e the result is noise-free (read_noise_e must then be 0).

空の入力(辺が 0)は ValueError。拒否(ValueError): 2-D でない、非有限、負のぼけ量、|illum_slope| >= 2、vignette が [0, 1) の外、full_well_e < 10、read_noise_e < 0 または full_well_e 無しで > 0、bits が 1..16 の外。

詳細使用指南

• symbol_reading 族使用指南

參考(範例資料、文獻)

• 範例資料目錄(下載 URL / 授權) —— 2-D 用 skimage.data(BSD/公有領域)加合成圖,3-D 給出真實資料源(Stanford/PDS 等)的下載 URL。

• 運算子來歷與參考文獻 —— 該運算子族所依據的研究/方法出處。

• 演算法的正典(作者、年份)與用途見上面的族使用指南。

可執行的範例(實際呼叫該運算子並已驗證的樣例)

• poc_symbol_lot_ocr — py -3.11 examples/poc_symbol_lot_ocr.py

• poc_symbol_package_1d — py -3.11 examples/poc_symbol_package_1d.py

• poc_symbol_part_dpm — py -3.11 examples/poc_symbol_part_dpm.py

型別可銜接的下一個運算子(可接受 `image2d` 作為輸入)

barcode_scan_profiles · read_barcode1d · qr_locate · qr_sample · qr_read · dm_locate · dm_sample · dm_read

同類別(`symbol_capture`)

render_symbol

*Provenance: symrender.py — SYMBOL 運算子登記表。本條目由 tools/opdocs.py md 自動產生(請勿手動編輯)。*

capture_degrade — SYMBOL symbol_capture op

用法