Ivan Deriuga

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Recurrent Neural Networks

Online Handwriting

Character Recognition

Top Venues

ICASSP Workshops

Publications

Karina Korovai, Dmytro Zhelezniakov, Oleg Yakovchuk, Olga Radyvonenko, Nataliya Sakhnenko, Ivan Deriuga
Handwriting Enhancement: Recognition-Based and Recognition-Independent Approaches for On-Device Online Handwritten Text Alignment. IEEE Access 12 (2024)
Illya Degtyarenko, N. Tkach, Olga Radyvonenko, Ivan Deriuga, K. Seliuk, O. Ivanov, V. Sielikhov, Sang Young Lee, Youn-Ho Choi, Cheul-Hee Hahm
SDRV: Real-Time On-Device Subtitles Detection, Recognition and Voicing. ICASSP Workshops (2023)
Karina Korovai, Dmytro Zhelezniakov, Olga Radyvonenko, Oleg Yakovchuk, Ivan Deriuga, Nataliya Sakhnenko
Recognition-Independent Handwritten Text Alignment Using Lightweight Recurrent Neural Network. SIGGRAPH ASIA Posters (2023)
Illya Degtyarenko, Ivan Deriuga, Andrii Grygoriev, Serhii Polotskyi, Volodymyr Melnyk, Dmytro Zakharchuk, Olga Radyvonenko
Hierarchical Recurrent Neural Network for Handwritten Strokes Classification. ICASSP (2021)
Andrii Grygoriev, Illya Degtyarenko, Ivan Deriuga, Serhii Polotskyi, Volodymyr Melnyk, Dmytro Zakharchuk, Olga Radyvonenko
HCRNN: A Novel Architecture for Fast Online Handwritten Stroke Classification. ICDAR (2) (2021)
Serhii Polotskyi, Olga Radyvonenko, Illya Degtyarenko, Ivan Deriuga
Spatio-temporal Clustering for Grouping in Online Handwriting Document Layout Analysis with GRU-RNN. ICFHR (2020)
Serhii Polotskyi, Ivan Deriuga, Tetiana Ignatova, Volodymyr Melnyk, Hennadii Azarov
Improving Online Handwriting Text/Non-text Classification Accuracy Under Condition of Stroke Context Absence. IWANN (1) (2019)
Valentyna Volkova, Ivan Deriuga, Vadym Osadchyi, Olga Radyvonenko
Improvement of Character Segmentation Using Recurrent Neural Networks and Dynamic Programming. DSMP (2018)
Olha Zubarieva, Ivan Deriuga, Vadym Holosko, Tetiana Ignatova
Space Balancing in Online Handwriting Recognition Postprocessing using Deep Bidirectional LSTM. ICFHR (2018)