12 citations · 22 across the 3 of their papers we have counts for
4 papers · 1 filter
Fine-tuning of sign language recognition models: a technical report
Maxim Novopoltsev, Leonid Verkhovtsev, Ruslan Murtazin +2
Sign Language Recognition (SLR) is an essential yet challenging task since sign language is performed with the fast and complex movement of hand gestures, body posture, and even fa…
Handwritten text generation and strikethrough characters augmentation
Alex Shonenkov, Denis Karachev, Max Novopoltsev +3
We introduce two data augmentation techniques, which, used with a Resnet-BiLSTM-CTC network, significantly reduce Word Error Rate (WER) and Character Error Rate (CER) beyond best-r…
StackMix and Blot Augmentations for Handwritten Text Recognition
Alex Shonenkov, Denis Karachev, Maxim Novopoltsev +2
This paper proposes a handwritten text recognition(HTR) system that outperforms current state-of-the-artmethods. The comparison was carried out on three of themost frequently used…
Digital Peter: Dataset, Competition and Handwriting Recognition Methods
Mark Potanin, Denis Dimitrov, Alex Shonenkov +3
This paper presents a new dataset of Peter the Great's manuscripts and describes a segmentation procedure that converts initial images of documents into the lines. The new dataset…