I wonder if something like this can one day be possible or if this is science fiction :
Go back and find the original raw film for each episode and instead of painstakingly Reediting it, feed it all at once into an AI server. Then use AI to do a smart, frame by frame improvement of the completed SD print, using the film elements it downloaded as a guide or even actually adding new data to the SD image based on or derived directly from the corresponding available film elements it has access to. So when it scans Sisko moving or talking in a certain way in the SD episode, it finds the film elements from that exact scene and "clones" /replicates improvements into the SD scene , enhancing its definition.
I know....this almost sounds like holodeck stuff. Like asking the holedeck to scan the original Godfather movies and creating a new holodeck program with every character looking and sounding like they did in the original movies. In the case of a hypothetical remaster though, no new dialogue or scenes need to be created/imagined.
Probably unlikely but with the advances of AI, who knows if something like this can some day happen.
Fittinlgly , I asked Chatbot GBT if this is possible in the future. LoL It's response:
In theory, this is certainly possible and aligns with some current trends in AI and video restoration. The concept would involve several key steps:
Digitizing Raw Film: The original raw film footage for each episode would need to be digitized in high resolution to create a detailed reference database.
AI Analysis: An AI system would analyze both the high-resolution raw film elements and the low-resolution edited video tape. The AI would learn to recognize corresponding frames and sequences between the two sources.
Frame-by-Frame Improvement: The AI could then apply a smart, frame-by-frame improvement process to the low-resolution video tape. Using the high-resolution film as a reference, it would enhance the low-resolution footage by adding details, correcting colors, and improving overall image quality.
Data Integration: In cases where the AI identifies areas where the SD image lacks detail, it could integrate new data derived directly from the corresponding high-resolution film elements. This would involve a sophisticated understanding of the content, ensuring that the added details match the original footage's look and feel.
Final Output: The result would be a high-resolution, enhanced version of the original TV show, preserving the integrity of the original editing while significantly improving visual quality.
This approach would combine the strengths of AI upscaling with traditional restoration techniques, potentially making the process more efficient and less labor-intensive. While current AI technologies are not fully capable of achieving this level of detail and integration autonomously, ongoing advancements in machine learning and video processing make this a promising direction for future development.