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Word separation in continuous sign language using isolated signs and post-processing ...
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Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language ...
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ASL-Skeleton3D and ASL-Phono: Two Novel Datasets for the American Sign Language ...
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TFS Recognition: Investigating MPH]{Thai Finger Spelling Recognition: Investigating MediaPipe Hands Potentials ...
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Sign Language Video Retrieval with Free-Form Textual Queries ...
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All You Need In Sign Language Production ...
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Abstract:
Sign Language is the dominant form of communication language used in the deaf and hearing-impaired community. To make an easy and mutual communication between the hearing-impaired and the hearing communities, building a robust system capable of translating the spoken language into sign language and vice versa is fundamental. To this end, sign language recognition and production are two necessary parts for making such a two-way system. Sign language recognition and production need to cope with some critical challenges. In this survey, we review recent advances in Sign Language Production (SLP) and related areas using deep learning. To have more realistic perspectives to sign language, we present an introduction to the Deaf culture, Deaf centers, psychological perspective of sign language, the main differences between spoken language and sign language. Furthermore, we present the fundamental components of a bi-directional sign language translation system, discussing the main challenges in this area. Also, the ... : arXiv admin note: substantial text overlap with arXiv:2103.15910 ...
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Keyword:
Computation and Language cs.CL; Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2201.01609 https://dx.doi.org/10.48550/arxiv.2201.01609
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Sign Language Recognition System using TensorFlow Object Detection API ...
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Τρισδιάστατη ανακατασκευή ανθρωπίνου σώματος, χεριών και προσώπου με εφαρμογές στην αναγνώριση νοηματικής γλώσσας ...
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Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation ...
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hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification ...
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Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework ...
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SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition ...
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3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos ...
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EnvEdit: Environment Editing for Vision-and-Language Navigation ...
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IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ...
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IterVM: Iterative Vision Modeling Module for Scene Text Recognition ...
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