Thanks again for your help getting the IMX471 camera working on my
Lenovo ThinkPad X9-15.

The camera is now working on Ubuntu 26.04 with kernel 7.0.0-42-generic,
after fixing the missing IPU7 firmware in the Dracut initramfs.

However, I am still experiencing noticeable fine-grained noise in the
camera image, particularly on uniform surfaces such as walls and
ceilings.

I tested both 720p and 1080p, different sharpness settings, automatic
exposure, color conversion, and direct capture through icamerasrc
without v4l2-relayd. The noise remains.

The latest available libcamhal-ipu7x and Intel AIQ packages from the OEM
PPAs are already installed.

Are there any known image-quality issues or recommended tuning
configurations for the IMX471 on IPU7/Lunar Lake?

The camera is usable now, but I would appreciate any guidance on
improving its image quality.

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https://bugs.launchpad.net/bugs/2158540

Title:
  ThinkPad X9-15 Gen 1: IPU7 camera probe fails — duplicate
  software_node SONY471A-0 (-EEXIST), bridge init failed

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