Google llc (20240296603). SYSTEMS AND METHODS FOR DIGITAL INK GENERATION AND EDITING simplified abstract
SYSTEMS AND METHODS FOR DIGITAL INK GENERATION AND EDITING
Organization Name
Inventor(s)
Henry Rowley of Cupertino CA (US)
SYSTEMS AND METHODS FOR DIGITAL INK GENERATION AND EDITING - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240296603 titled 'SYSTEMS AND METHODS FOR DIGITAL INK GENERATION AND EDITING
The present technology involves systems and methods for editing and generating digital ink, specifically training a handwriting model to generate digital ink that is consistent with an original handwriting input but incorporates changes to the text.
- Training a handwriting model to generate digital ink that matches the original handwriting input but includes modifications.
- Using training examples with original handwriting samples and labels representing the character sequence.
- Processing the original handwriting sample to create a style vector that is randomly masked.
- Training the handwriting model to produce a predicted handwriting sample that closely resembles the original using the masked style vector and original label.
Potential Applications: - Digital note-taking applications - Signature verification systems - Handwriting recognition software
Problems Solved: - Enhancing the visual consistency of generated digital ink with original handwriting - Allowing for modifications to the text while maintaining the original style
Benefits: - Improved accuracy in generating digital ink - Increased flexibility in editing handwritten text
Commercial Applications: Title: Advanced Digital Ink Editing Technology for Enhanced Handwriting Generation This technology could be utilized in digital note-taking apps, signature verification systems, and handwriting recognition software, improving the accuracy and visual consistency of generated digital ink.
Questions about Advanced Digital Ink Editing Technology: 1. How does this technology improve the accuracy of generated digital ink? 2. What are the potential implications of this technology for signature verification systems?
Frequently Updated Research: Stay updated on advancements in handwriting recognition technology and digital ink editing techniques to enhance the capabilities of this innovation.
Original Abstract Submitted
systems and methods for editing and generating digital ink. the present technology may provide systems and methods for training a handwriting model to generate digital ink that is stylistically and visually consistent with an original handwriting input, but which incorporates one or more changes to the text of the original handwriting input. in some examples, training may be performed using training examples that include an original handwriting sample and an original label representing the sequence of characters in the original handwriting sample. in such a case, the original handwriting sample may be processed to generate a style vector that is randomly masked, and the handwriting model may then be trained to generate a predicted handwriting sample that closely matches the original handwriting sample using the masked style vector and the original label as inputs.