Why I use Topaz Labs Gigapixel Image Upscaler?

BACKGROUND AND ANALYSIS:
Many viewers comment on me using AI to upscale images. In this video I attempt to show that Topaz Labs Gigapixel Image Upscaler is not a conventional, free online AI image upscaler. It is sophisticated software that uses state-of-the-art deconvolution mathematical upscaling methods combined with deep learning.

Deconvolution is a mathematical method of recovering original detail by using a deconvolution method. Perhaps the following scenario could explain it in broad terms: It’s like taking an image, apply a blur to it, then applying an anti-blur filter to remove that blur – returning the image to its original quality. The parameters that were used to de-blur the image are then applied to the upscaled image producing a high definition upscale.

The photograph taken by the Right Navigation Camera onboard NASA’s Mars rover Curiosity on Sol 4561 (2025-06-05 13:44:34 UTC) is analyzed here.

All credit goes to Joe from ArtAlienTV for this discovery.

As always, until we get to see these anomalies up close and personal, I can only speculate as to what these objects might be.

MY YOUTUBE VIDEO:
Why I use Topaz Labs Gigapixel Image Upscaler?

ORIGINAL NASA SOURCE:
Curiosity Website:
https://mars.nasa.gov/raw_images/1474795/?site=msl

Analyst’s Notebook Photograph:
NRB_802399124EDR_S1161944NCAM00594M1_0PCT

ORIGINAL WIKIPEDIA SOURCE:
https://en.wikipedia.org/wiki/Deconvolution

ORIGINAL TOPAZ LABS LINKEDIN:
https://www.linkedin.com/company/topaz-labs/about/

RESEARCHER, PRODUCER AND DESIGNER: Jean Ward
https://megalithicmars.com
https://x.com/JeanWardMars
https://www.youtube.com/JeanWard

https://www.raptorzone.co.za
https://wxsat.raptorzone.co.za

IMPORTANT NOTE:
My Intro and Outro Theme (including the soundtrack), Social Media Profile Pic/Logo and Theme are copyright. None of the graphics (including the soundtrack) may be copied and used without my permission.

Should my work and research material be used, include the reference to the source:

“Jean Ward, Independent Mars Researcher: https://www.youtube.com/jeanward”

My work and research is public domain and free but I do ask that I’m credited when my work is used.

CONTRIBUTIONS (PayPal):
Your contribution, no matter how small, will help me to cover my Internet fees which include broadband access and hosting of my Blog. The NASA photographs I download for my research are huge thus the need for broadband, high data access. Your support is very highly appreciated:
https://www.paypal.me/JeanWardYouTube

DISCLAIMER:
Many or all of the anomalies/artefacts covered in this presentation may be naturally occurring geological features caused by some type of geological processes, however due to the lack of specific information from the source we can only speculate whether these are all natural or some artificial in nature.

In cases where I say an anomaly looks like something I’m attempting to clarify what I see and not specifically that the anomaly is what I say it looks like.

My intention is only to share anomalies I’ve discovered on Mars and not to convince anyone that there is or was a civilization on Mars.

As Will Farrar from WhatsUpInTheSky says: “I see what I see, you see what you see.”

FAIR USE NOTICE:
This presentation might contain copyrighted material, the use of which has not specifically been authorized by the copyright owner/s. I distribute this material for the purpose of news reporting, educational research, comment and criticism, constituting Fair Use under 17 U.S.C § 107. Please contact me with any copyright issue/s.