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Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#9 2024-03-22 12:10:30 +01:00
Context-Adaptive Interpolator (CAI) 
RMS diff with average image = 141.44015650123464
RMS diff with CAI images = 103.2666640411378

seems to show promising results.

452dd755fc First PRNU distance test
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#9 2024-03-22 11:58:00 +01:00
Context-Adaptive Interpolator (CAI) 
initialRmsDiff=39.478491226631874 caiRmsDiff=33.92120698086231
initialRmsDiff=40.08881131897964 caiRmsDiff=33.537350852224804
initialRmsDiff=40.289355638113335 caiRmsDiff=34.269085008282474
…
Track: How to zoom image on whole screen?
Benjamin_Loison opened issue Benjamin_Loison/xviewer#1 2024-03-22 11:49:29 +01:00
How to zoom image on whole screen?
Benjamin_Loison created repository Benjamin_Loison/xviewer 2024-03-22 11:47:52 +01:00
92ede944c7 Not satisfying due to zero offset
c287d5f0ef Add an use toPilImage
674025fa62 First iteration of fake dataset generation
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#9 2024-03-22 11:18:22 +01:00
Context-Adaptive Interpolator (CAI)

Switching to numpy instead of PIL.Image starting work:

diff --git a/algorithms/context_adaptative_interpolator/context_adaptive_interpolator.py b/algorithms/context_adaptative_inter…
Increase brightness and contrast in Python to avoid manual GIMP usage
9f34973132 Move into multiple files and functions Context-Adaptative Interpolator (CAI)
876ce96a58 Add datasets/fake/generate_dataset.py
Inability to reproduce IPOL 77777000278 demo
408b7a2ba9 Add flat vision dataset size computation
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#9 2024-03-21 16:25:07 +01:00
Context-Adaptive Interpolator (CAI)

Now that have possibly a first version, should try to compare with other models to see if it works.

e23543506a Correct getPixelIndexesAround missing one pixel
13de984d59 Add articles/Wiener_Filtering/
Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#12 2024-03-21 15:38:00 +01:00
How to manage the border of the image when need neighborhood?

Pad with black make same image size, easing comparing them.

Benjamin_Loison commented on issue Benjamin_Loison/Robust_image_source_identifica…#10 2024-03-21 15:34:31 +01:00
Wiener filter 
from PIL import Image, ImageChops
import math
import operator
import functools
import matplotlib.pyplot as plt
import numpy

def openImage(filePath):
    return Image.open(filePath).…