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Docres: a generalist model toward unifying document image restoration tasks
Document image restoration is a crucial aspect of Document AI systems as the quality of
document images significantly influences the overall performance. Prevailing methods …
document images significantly influences the overall performance. Prevailing methods …
Doctr: Document image transformer for geometric unwar** and illumination correction
Revisiting document image dewar** by grid regularization
This paper addresses the problem of document image dewar**, which aims at eliminating
the geometric distortion in document images for document digitization. Instead of designing …
the geometric distortion in document images for document digitization. Instead of designing …
Fourier document restoration for robust document dewar** and recognition
State-of-the-art document dewar** techniques learn to predict 3-dimensional information
of documents which are prone to errors while dealing with documents with irregular …
of documents which are prone to errors while dealing with documents with irregular …
Deep unrestricted document image rectification
In recent years, tremendous efforts have been made on document image rectification, but
existing advanced algorithms are limited to processing restricted document images, ie, the …
existing advanced algorithms are limited to processing restricted document images, ie, the …