Papers by Vadim Kimmelman
IPSL: A Database of Iconicity Patterns in Sign Languages. Creation and Use (L18-1)
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| Challenge: | a database of signs annotated according to iconicity parameters was created . the database contains 1542 signs in 19 sign languages . |
| Approach: | a team of researchers has created a large-scale database of iconic signs . the database contains 1542 signs in 19 sign languages . |
| Outcome: | the database contains 1542 sign annotated in 19 sign languages . the database can be used to further study iconicity in sign languages. |
Evaluation of Manual and Non-manual Components for Sign Language Recognition (2020.lrec-1)
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Medet Mukushev, Arman Sabyrov, Alfarabi Imashev, Kenessary Koishybay, Vadim Kimmelman, Anara Sandygulova
| Challenge: | Deaf communities communicate via sign languages to express meaning and intent. |
| Approach: | They used sign samples from 20 commonly used signs in Kazakh-Russian Sign Language (K-RSL) to investigate whether non-manual components would improve sign’s recognition accuracy. |
| Outcome: | The results showed that using non-manual components would improve sign recognition accuracy. |
Crowdsourcing Kazakh-Russian Sign Language: FluentSigners-50 (2022.lrec-1)
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| Challenge: | Using crowdsourcing, we created a signer independent dataset for sign language processing. |
| Approach: | They propose to crowdsource a signer independent Kazakh-Russian Sign Language (KRSL) dataset. |
| Outcome: | The proposed dataset consists of 173 sentences performed by 50 signers for 43,250 video samples. |