Rwth-phoenix-weather
WebJan 12, 2024 · We test our model on the benchmark dataset RWTH-PHOENIX-Weather 2014, yielding competitive results. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG) Cite as: arXiv:2101.04632 [cs.CV] (or arXiv:2101.04632v1 [cs.CV] for this version) WebMar 3, 2024 · In this manuscript, we introduce a continuous sign language facial expression dataset, comprising over $3000$ annotated images of the RWTH-PHOENIX-Weather …
Rwth-phoenix-weather
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WebThis paper introduces the RWTH-PHOENIX-Weather corpus, a video-based, large vocabulary corpus of German Sign Language suitable for statistical sign language recognition and … WebAug 22, 2024 · This work presents a meta study covering around 300 published sign language recognition papers with over 400 experimental results. It includes most papers between the start of the field in 1983 and 2024. Additionally, it covers a fine-grained analysis on over 25 studies that have compared their recognition approaches on RWTH-PHOENIX …
Web2 days ago · We conduct extensive empirical studies on RWTH-PHOENIX-Weather-2014 dataset with both signer-dependent and signer-independent conditions. The quantitative and qualitative experimental results comprehensively reveal the effectiveness of PET. Anthology ID: 2024.findings-acl.297 Volume: WebApr 7, 2024 · Abstract. This paper introduces the RWTH-PHOENIX-Weather corpus, a video-based, large vocabulary corpus of German Sign Language suitable for statistical sign …
http://www.lrec-conf.org/proceedings/lrec2012/pdf/844_Paper.pdf
WebRecent works have achieved promising results on the RWTH-PHOENIX-Weather 2014T dataset, which consists of over eight thousand parallel sentences between German sign language and German. However, from the perspective of neural machine translation, this is still a tiny dataset. natural vs artificial sweetenersWebThe employed classes are shown in Table 1 . We manually labelled 3359 images from the RWTH-PHOENIX-Weather 2014 Development set. Some of the 45 encountered pose-independent hand shape classes are depicted in Figure 1. They show the large intra-class variance and the strong similarity between several classes. The hand shapes occur with … marin county affinity groupsWebOur experiments on the RWTH-PHOENIX-Weather 2014T dataset show that the proposed model outperforms the state-of-the-art baseline up to about 1.5+ BLEU-4 score gains. 1. Introduction Sign languages are visual-based natural languages used by the deaf people for their communication. marin county 4h clubWebRWTH-PHOENIX-Weather Example of original video frame. The sign language interpreter is shown in an overlay on the right of the original video frame. Source publication Extensions of the Sign... marin county accident attorneyWebMay 1, 2014 · RWTH-PHOENIX-Weather-2014T [30] records the daily news and weather forecast airings of the German public TV-station PHOENIX featuring sign language interpretation. It contains 8257 video... natural vs harmonic minorWebMar 29, 2024 · We evaluate on the challenging RWTH-PHOENIX-Weather-2014T(PHOENIX14T) dataset, presenting extensive ablation studies and … marin county adaptation planWebApr 10, 2024 · We evaluate the recognition and translation performances of our approaches on the challenging RWTH-PHOENIX-Weather-2014T (PHOENIX14T) dataset. We report state-of-the-art sign language recognition ... natural vs common logarithm