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New dataset targets sign language recognition in cars

By PulseAugur Editorial · [3 sources] ·

Researchers have developed the In-Car Sign Language Corpus (ICSL), a new multi-modal dataset designed to advance sign language recognition (SLR) within confined spaces like vehicles. The dataset includes both high-precision motion capture data and real-world recordings from 2D cameras and 3D Time-of-Flight sensors, totaling over 1.5 million frames. This resource aims to improve public transport accessibility for the Deaf and Hard-of-Hearing community by enabling the training of robust SLR models for AI

IMPACT This dataset could enable more accessible public transport for the deaf and hard-of-hearing community by improving in-car communication.

RANK_REASON The cluster contains an academic paper describing a new dataset.

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 3 sources. How we write summaries →

New dataset targets sign language recognition in cars

COVERAGE [3]

  1. arXiv cs.CL TIER_1 English(EN) · Raviteja Boddu, Guilherme Vieira Leite, Joed Lopes da Silva, \^Angelo Benetti, Isabela Barbieri, Nat\'alia de Melo Afonso, Thyago Santos, Helio Pedrini, Felipe Ven\^ancio Barbosa, Jos\'e Mario De Martino, Munir Georges, Alessandro Zimmer ·

    The In-Car Sign Language Corpus (ICSL): A Multi-Modal Resource for Constrained-Space Sign Language Recognition

    arXiv:2607.11341v1 Announce Type: new Abstract: This paper addresses the challenges of using sign language within shared mobility services, such as taxis, carpools, or ride-sharing platforms. The use of sign language recognition (SLR) in real-world, confined environments, specifi…

  2. arXiv cs.CL TIER_1 English(EN) · Alessandro Zimmer ·

    The In-Car Sign Language Corpus (ICSL): A Multi-Modal Resource for Constrained-Space Sign Language Recognition

    This paper addresses the challenges of using sign language within shared mobility services, such as taxis, carpools, or ride-sharing platforms. The use of sign language recognition (SLR) in real-world, confined environments, specifically vehicle interiors remains largely unexplor…

  3. Hugging Face Daily Papers TIER_1 English(EN) ·

    The In-Car Sign Language Corpus (ICSL): A Multi-Modal Resource for Constrained-Space Sign Language Recognition

    This paper addresses the challenges of using sign language within shared mobility services, such as taxis, carpools, or ride-sharing platforms. The use of sign language recognition (SLR) in real-world, confined environments, specifically vehicle interiors remains largely unexplor…

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