phoenix - Image Forensics
phoenix is a small image forensics tool that can run some common analyses on images. It was inspired by the image analyses at the Hackerfactor Blog, and implements some of the algorithms used there. It is named phoenix because it has resurrected many times before taking its current form in C++.
Features:
- Error Level Analysis
- Luminance Gradient
- Average Distance
- HSV and Lab colorspace histograms
- JPEG resave quality estimate (ImageMagick-style and Hackerfactor jpegquality estimates)
- Extract JPEG Quantization Tables
- Copy-Move (Clone Stamp) Detection
Usage
-h | -help
display help text.-f | -file <path>
Required, the path to the source image.-o | -output [path=./]
Save results in files (as PNG)-d | -display
Display results-ela [quality=70]
Error Level Analysis-lg
Luminance Gradient-avgdist
Average Distance-hsv [whitebg=0]
HSV Colorspace Histogram-lab [whitebg=0]
Lab Colorspace Histogram-labfast [whitebg=0]
Lab Colorspace Histogram, faster but less accurate version (256x256 instead of 1024x1024 output)-copymove [retain=4] [qcoeff=1.0]
Copy-Move Detection-a | -autolevels
Flag to enable histogram equalization (auto-levels) on output images
Compiling
phoenix depends on OpenCV (2.4.9) and Boost (1.55.0) Libraries. Exact versions are probably not required. Try make
to compile. The defaults should work if you didn't do anything fancy while compiling OpenCV or Boost, i.e. change default install path. You can use the shell scripts in install_scripts
to compile Boost, OpenCV and then phoenix. The scripts are intended for provisioning Vagrant machines, but you can also use it to automatically compile phoenix. Don't clone the repository if you will use the scripts, it will do it for you.
Outputs
Here are some examples of phoenix output with the image used in the legendary Body By Victoria analysis by Neal Krawetz.
ELA (Error Level Analysis)
./phoenix -f bbv.jpg -o -d -ela
LG (Luminance Gradient)
./phoenix -f bbv.jpg -o -d -lg
AVGDIST (Average-Distance of Neighbor Pixels)
./phoenix -f bbv.jpg -o -d -avgdist
Copy-Move Detection
./phoenix -f bbv.jpg -o -d -copymove 4 5
HSV Colorspace Histogram
./phoenix -f bbv.jpg -o -d -hsv
Lab Colorspace Histogram
./phoenix -f bbv.jpg -o -d -labfast
Resources
Some resources I used while developing many of the algorithms here.