7 papers
ReText: Text Boosts Generalization in Image-Based Person Re-identification
Timur Mamedov, Karina Kvanchiani, Anton Konushin +1
Generalizable image-based person re-identification (Re-ID) aims to recognize individuals across cameras in unseen domains without retraining. While multiple existing approaches add…
StableTrack: Stabilizing Multi-Object Tracking on Low-Frequency Detections
Matvei Shelukhan, Timur Mamedov, Karina Kvanchiani
Multi-object tracking (MOT) is one of the most challenging tasks in computer vision, where it is important to correctly detect objects and associate these detections across frames.…
HandReader: Advanced Techniques for Efficient Fingerspelling Recognition
Pavel Korotaev, Petr Surovtsev, Alexander Kapitanov +2
Fingerspelling is a significant component of Sign Language (SL), allowing the interpretation of proper names, characterized by fast hand movements during signing. Although previous…
Logos as a Well-Tempered Pre-train for Sign Language Recognition
Ilya Ovodov, Petr Surovtsev, Karina Kvanchiani +2
This paper examines two aspects of the isolated sign language recognition (ISLR) task. First, although a certain number of datasets is available, the data for individual sign langu…
HaGRIDv2: 1M Images for Static and Dynamic Hand Gesture Recognition
Anton Nuzhdin, Alexander Nagaev, Alexander Sautin +2
This paper proposes the second version of the widespread Hand Gesture Recognition dataset HaGRID -- HaGRIDv2. We cover 15 new gestures with conversation and control functions, incl…
Training Strategies for Isolated Sign Language Recognition
Karina Kvanchiani, Roman Kraynov, Elizaveta Petrova +3
Accurate recognition and interpretation of sign language are crucial for enhancing communication accessibility for deaf and hard of hearing individuals. However, current approaches…