diff --git a/src/index.md b/src/index.md index 0fc1258e..7835f8db 100644 --- a/src/index.md +++ b/src/index.md @@ -569,6 +569,8 @@ they combine the phonological annotations in ASL-LEX 2.0 [@dataset:sehyr2021asl] Interestingly, @tavella-etal-2022-wlasl construct a similar dataset aiming just for phonological property recognition in American Sign Language (ASL). @inoue-etal-2024-enhancing trained a Video-Keypoint Network (VKNet) to classify the location, movement, and handshape syllabic components of the dominant hand in Japanese Sign Language (JSL), and demonstrated that pre-training on the WLASL American Sign Language (ASL) dataset improved classification of the movement and handshape components when JSL training data was limited. +@roh-etal-2024-preprocessing focus on preprocessing MediaPipe keypoints for isolated SLR by introducing palm-anchor-based normalization to emphasize hand shape and bilinear interpolation to reconstruct undetected hand keypoints, achieving the highest accuracy on WLASL-100 with a Transformer encoder among pose-based approaches at the time. + #### Gloss-to-Pose Gloss-to-Pose, subsumed under the task of sign language production, is the task of producing a sequence of poses that adequately represent a sequence of signs written as gloss. diff --git a/src/references.bib b/src/references.bib index f56f0d02..5d2b8280 100644 --- a/src/references.bib +++ b/src/references.bib @@ -4545,6 +4545,15 @@ @inproceedings{zhou-etal-2024-multimodal Chen, Yuxiao and Neidle, Carol and Metaxas, Dimitris N.", +} + +@inproceedings{roh-etal-2024-preprocessing, + title = "Preprocessing Mediapipe Keypoints with Keypoint Reconstruction and Anchors for Isolated Sign Language Recognition", + author = "Roh, Kyunggeun and + Lee, Huije and + Hwang, Eui Jun and + Cho, Sukmin and + Park, Jong C.", editor = "Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and @@ -4559,3 +4568,7 @@ @inproceedings{zhou-etal-2024-multimodal url = "https://aclanthology.org/2024.signlang-1.45/", pages = "408--419" } + + url = "https://aclanthology.org/2024.signlang-1.36/", + pages = "323--334" +}