الملخص
Realistic and editable animal fur reconstruction from multi-view images is challenging due to fine-scale detail, self-occlusion and obfuscation, and, unlike human hair, the lack of animal-fur datasets. Fur usually covers most of an animal's body, with large inter-species and intra-species variability. We present FurE, an efficient strand-based animal fur reconstruction method that recovers a per-strand, editable groom by optimizing a root-conditioned latent field, decoded into strand geometry via a PCA-based decoder. We reconstruct a defurred animal body using local fur-thickness cues from a surface-constrained Gaussian Frosting representation together with part-based priors. We further show that a PCA-based decoder learned from human-hair strand data can alleviate animal-data scarcity while enabling substantially faster optimization. FurE achieves a 10x speedup in strand training over current SOTA dense per-strand optimization while retaining strand fidelity and generalizing across synthetic and real-world sequences, with quantitative and qualitative validation despite the reduction in training time.
الكلمات المفتاحية
الموضوع
بيانات النشر
- المجلة
- غير متاح
- وصول مفتوح
- وصول مفتوح أخضر
اقتبس هذه المقالة
APA 7
Sarkar, S., Kaushik, P., Paul, S., & Yuille, A. (2026). FurE: Efficient Instance-Specific 3D Fur Reconstruction without Animal-Fur Datasets. https://omanscience.com/ar/articles/fure-efficient-instance-specific-3d-fur-reconstruction-without-animal-fur-datasets
MLA 9
Sarkar, Srinjay, et al. "FurE: Efficient Instance-Specific 3D Fur Reconstruction without Animal-Fur Datasets." https://omanscience.com/ar/articles/fure-efficient-instance-specific-3d-fur-reconstruction-without-animal-fur-datasets.
شيكاغو (المؤلف–التاريخ)
Sarkar, Srinjay, Prakhar Kaushik, Soumava Paul, and Alan Yuille. 2026. "FurE: Efficient Instance-Specific 3D Fur Reconstruction without Animal-Fur Datasets." https://omanscience.com/ar/articles/fure-efficient-instance-specific-3d-fur-reconstruction-without-animal-fur-datasets.
هارفارد
Sarkar, S., Kaushik, P., Paul, S. and Yuille, A. (2026) 'FurE: Efficient Instance-Specific 3D Fur Reconstruction without Animal-Fur Datasets', Available at: https://omanscience.com/ar/articles/fure-efficient-instance-specific-3d-fur-reconstruction-without-animal-fur-datasets.
فانكوفر
Sarkar S, Kaushik P, Paul S, Yuille A. FurE: Efficient Instance-Specific 3D Fur Reconstruction without Animal-Fur Datasets. https://omanscience.com/ar/articles/fure-efficient-instance-specific-3d-fur-reconstruction-without-animal-fur-datasets
IEEE
S. Sarkar, P. Kaushik, S. Paul, and A. Yuille, "FurE: Efficient Instance-Specific 3D Fur Reconstruction without Animal-Fur Datasets," https://omanscience.com/ar/articles/fure-efficient-instance-specific-3d-fur-reconstruction-without-animal-fur-datasets.