Update dataset card / previews / scripts

README.md

@@ -25,7 +25,11 @@ configs:
 
 # DREAMS-AVATAR
 
-**DEGAS multiview captures, re-registered to pure SMPL-X.**
+**The DREAMS-Avatar dataset from the [DEGAS](https://initialneil.github.io/DEGAS) paper
+(3DV 2025), re-registered to pure SMPL-X.**
+
+These are the same multiview captures introduced as the *DREAMS-Avatar dataset* in DEGAS
+(Fig. 1b); what is new here is the registration.
 
 32 calibrated, matted camera views of a full-body performance, with one SMPL-X body fitted
 to all views at once by the
@@ -311,14 +315,14 @@ reprojection error rather than fitting a visual hull:
 
 Sequence mode warm-starts frame `N` from frame `N-1` and only cold-starts the first frame of
 a shard, so a ~1800 frame capture is practical. FLAME and joint offsets are off: this is
-native SMPL-X, matching [DEGAS](https://initialneil.github.io/DEGAS.html).
+native SMPL-X, matching [DEGAS](https://initialneil.github.io/DEGAS).
 
 The `previews/` contact sheets and the 3-panel images above are the tracker's own QC output,
 rendered on every 100th frame with the mesh rasterised through the true calibrated camera.
 
 ## Related
 
-- [DEGAS](https://initialneil.github.io/DEGAS.html): Detailed Expressions on Full-Body Gaussian Avatars
+- [DEGAS](https://initialneil.github.io/DEGAS): Detailed Expressions on Full-Body Gaussian Avatars (3DV 2025), which introduced these captures as the DREAMS-Avatar dataset
 - [Holistic-Tracker](https://github.com/initialneil/Holistic-Tracker): the monocular counterpart
 
 ## Licence
@@ -340,19 +344,16 @@ Please cite both this dataset and the DEGAS work the captures come from.
 
 ```bibtex
 @misc{dreams-avatar-2026,
-  title  = {DREAMS-AVATAR: DEGAS multiview captures re-registered to pure SMPL-X},
+  title  = {DREAMS-AVATAR: the DREAMS-Avatar dataset re-registered to pure SMPL-X},
   author = {Shao, Zhijing},
   year   = {2026},
   url    = {https://huggingface.co/datasets/initialneil/DREAMS-AVATAR}
 }
 
-@inproceedings{shao2024degas,
+@inproceedings{shao2025degas,
   title     = {DEGAS: Detailed Expressions on Full-Body Gaussian Avatars},
-  author    = {Shao, Zhijing and Wang, Duotun and Tian, Qing-Yao and Yang, Yao-Dong
-               and Meng, Hengyu and Cai, Zeyu and Dong, Bo and Zhang, Yu
-               and Zhang, Kang and Wang, Zeyu},
+  author    = {Shao, Zhijing and Wang, Duotun and Tian, Qing-Yao and Yang, Yao-Dong and Meng, Hengyu and Cai, Zeyu and Dong, Bo and Zhang, Yu and Zhang, Kang and Wang, Zeyu},
   booktitle = {International Conference on 3D Vision (3DV)},
-  year      = {2025},
-  url       = {https://initialneil.github.io/DEGAS.html}
+  year      = {2025}
 }
 ```