DEF
نویسندگان
چکیده
We propose Deep Estimators of Features (DEFs), a learning-based framework for predicting sharp geometric features in sampled 3D shapes. Differently from existing data-driven methods, which reduce this problem to feature classification, we regress scalar field representing the distance point samples closest line on local patches. Our approach is first that scales massive clouds by fusing distance-to-feature estimates obtained individual extensively evaluate our against related state-of-the-art methods newly proposed synthetic and real-world CAD model benchmarks. not only outperforms these (with improvements Recall False Positives Rates), but generalizes scans after training data fine-tuning it small dataset scanned data. demonstrate downstream application, where reconstruct an explicit representation straight curved lines range scan make code, pre-trained models, evaluation datasets available at https://github.com/artonson/def.
منابع مشابه
Tum Def
nloaded ticular germ cell tumors (TGCT) originate from germ cells. The 129-Ter and M19 (129.MOLF-Chr19 mic) mouse strains have extremely high incidences of TGCTs. We found that the expression levels of coded splicing factor 1 (SF1) can modulate the incidence of TGCTs. We generated mice with inactivated null mice (Sf1−/−) died before birth. Mice with one intact allele of Sf1 (Sf1+/−) were viable...
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Downlo ticular germ cell tumors (TGCT) originate from germ cells. The 129-Ter and M19 (129.MOLF-Chr19 mic) mouse strains have extremely high incidences of TGCTs. We found that the expression levels of coded splicing factor 1 (SF1) can modulate the incidence of TGCTs. We generated mice with inactivated null mice (Sf1−/−) died before birth. Mice with one intact allele of Sf1 (Sf1+/−) were viable ...
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A criterion for finding a configuration of jets for a given multiparticle event: • is derived uniquely from minimum formal input; • guarantees minimal distortion of physical information in the transition from particles to jets; • is optimally stable with respect to data errors; • does not restrict geometric shape of jets; • allows jets to share particles; • amounts to finding a matrix via minim...
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The Australian Standard for safety-critical systems development, Def(Aust) 5679, was first released in 1998. As part of the release of Issue 2 (Department of Defence 2008) of the Standard, guidance material has been prepared to assist those who need to apply the Standard. The guidance is made up of three main parts: a case study that demonstrates how the Standard can be applied to an example sa...
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ژورنال
عنوان ژورنال: ACM Transactions on Graphics
سال: 2022
ISSN: ['0730-0301', '1557-7368']
DOI: https://doi.org/10.1145/3528223.3530140