Sign Language Recognition - Groups

FluentSigners-50: A Signer-Independent Benchmark Dataset for Sign Language Pr...

The FluentSigners-50 dataset is a signer-independent benchmark dataset for sign language processing.

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TheRusLan: Database of Russian Sign Language

The TheRusLan dataset is a database of Russian Sign Language (RSL) containing 164 gestures, primarily related to the supermarket theme.

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Slovo: Russian Sign Language Dataset

The Slovo dataset is a video dataset of Russian Sign Language (RSL) containing 20,000 FullHD videos from 194 signers, divided into 1,000 classes of glosses from the RSL without...

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RWTH-BOSTON-50 corpus

The RWTH-BOSTON-50 corpus was created for the task of isolated sign language recognition. It has been used for isolated sign language recognition experiments.

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RWTH-BOSTON-104 corpus

The RWTH-BOSTON-104 corpus was created for the task of isolated sign language recognition. It has been used for continuous sign language recognition experiments.

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Independent Sign Language Recognition with 3D Body, Hands, and Face Reconstru...

Independent Sign Language Recognition is a complex visual recognition problem that combines several challenging tasks of Computer Vision due to the necessity to exploit and fuse...

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Chinese Sign Language

The Chinese Sign Language (CSL) dataset is a dataset of Chinese sign language videos. It contains 100 Chinese daily expressions, each demonstrated 5 times by 50 presenters.

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Towards Online Sign Language Recognition and Translation

Sign language recognition is a task to bridge the communication gap between the deaf and the hearing. The authors propose a practical online sign language recognition framework.

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PHOENIX-2014-SI and CSL

Signer-independent dataset for continuous sign language recognition, including PHOENIX-2014-SI and CSL.

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PHOENIX-2014, PHOENIX-2014-T, and CSL-Daily

Signer-dependent datasets for continuous sign language recognition, including PHOENIX-2014, PHOENIX-2014-T, and CSL-Daily.

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CSL-Daily

CSL-Daily is a Chinese sign language (CSL) dataset that mainly focuses on people’s daily lives. It includes 18401, 1077, and 1176 available examples in the training, validation,...

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SLR500

Unraveling a decade: A comprehensive survey on isolated sign language recognition.

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MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Langua...

Sign language recognition (SLR) has long been plagued by insufficient model representation capabilities. Al-though current pre-training approaches have alleviated this dilemma...

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RWTH-PHOENIX-Weather

Continuous sign language recognition (SLR) deals with unaligned video-text pair and uses the word error rate (WER), i.e., edit distance, as the main evaluation metric.

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RWTH-PHOENIX-Weather-2014

RWTH-PHOENIX-Weather-2014 dataset is a benchmarking dataset for continuous Sign Language Recognition. It is a public television broadcast in Germany, where all signers wear dark...

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NMFs-CSL

NMFs-CSL is a challenging Chinese sign language (CSL) dataset involving many fine-grained non-manual features (NMFs). It consists of 25,608 and 6,402 samples in the training and...

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WLASL

WLASL is the latest ASL dataset with a larger vocabulary size of 2,000. It consists of 14,289, 3,916, and 2,878 samples in the training, dev, and test set, respectively.

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MSASL

MSASL is an American sign language (ASL) dataset with a vocabulary size of 1,000. It consists of 16,054, 5,287, and 4,172 samples in the training, development (dev), and test...

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Natural Language-Assisted Sign Language Recognition

Sign languages are visual languages which convey information by signers’ handshape, facial expression, body movement, and so forth. Due to the inherent restriction of...

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RWTH-PHOENIX-Weather-2014 (PHOENIX14)

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24 datasets found