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What other cameras do I have?
Benjamin_Loison opened issue Benjamin_Loison/linux#18 2024-05-05 19:39:08 +02:00
Program to show a text to someone at a few meters looking for an answer when the person is not able to hear and speak
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#66 2024-05-03 17:06:10 +02:00
Implement correlation

https://en.wikipedia.org/wiki/Pearson_correlation_coefficient

Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#63 2024-05-03 15:01:01 +02:00
Attribute source camera

Can implement a dedicated issue for the mean denoiser support for attributing source camera.

96e52e53dd Update annotations
5ff8e3792d Add articles/Convolution - Wikipedia/
06ea9855f0 Update annotations
f1495f2ba0 Add and use PREDICT_ONLY_ON_WHOLE_TRAINING_SET
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#63 2024-05-03 13:36:49 +02:00
Attribute source camera

Example for a given pixel: RAISE: -1 Rafael: 1 Noise: 0.1 RMS: Rafael Correlation: -0.1 according to signal.correlate2d

>>> signal.correlate2d([[1]], [[0.1]])
array([[0.1]])

…
Implement correlation
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#63 2024-05-03 04:29:13 +02:00
Attribute source camera

Allowing using correct camera training set mean seems fine as it is quite easy to check what scene, hence dataset it is in the case of flat-field images.

Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#63 2024-05-03 04:12:07 +02:00
Attribute source camera

Well as quite expected:

RAISE,Rafael 23_04_24_mean_accuracy_of_camera_source_attribution

Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#63 2024-05-03 04:01:24 +02:00
Attribute source camera

Note that if Denoiser.MEAN works fine, later on or even right now we will be interested in not using it as it requires identical scene images.

612f4119fd Determine the mean of camera images only on the training set
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#55 2024-05-03 03:52:23 +02:00
Use an enumeration for denoiser in extract_noise.py

d7f7728211

Verified exhaustiveness thanks to:

Use an enumeration for denoiser in extract_noise.py
d7f7728211 Add Denoiser Enum
9fd44debf5 Remove implicit getColorMeans denoiser argument
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Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#63 2024-05-03 03:24:38 +02:00
Attribute source camera

Complexity analysis between tests of all training iterations and only the last one.

Complexity of tests of all training iterations: TESTS * TRAINING_ITERATIONS Complexity of the last…

Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#63 2024-05-03 03:21:59 +02:00
Attribute source camera

RAISE,Rafael 23_04_24_mean_accuracy_of_camera_source_attribution

Rafael:

![RAISE,Rafael 23_04_24_mean_estimated_prnu_camera_Rafael…

0c429aa4d6 Add and use getImageCrop
fd6a9868fe Add mean DENOISER support
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