Get absolute distance of object in image regardless of type
- morrislee
- Jul 2, 2021
- 1 min read
Get absolute distance of object in image regardless of type
Representation Based Regression for Object Distance Estimation
arXiv paper abstract https://arxiv.org/abs/2106.14208v1
arXiv PDF paper https://arxiv.org/pdf/2106.14208v1.pdf
... propose a novel CSEN-based distance estimation method using a single camera.
... demonstrate that it is possible to utilize representative dictionaries for a regression task; and to the best of authors' knowledge, this makes the pioneer study in this domain.
... proposed distance estimators becomes class invariant unlike the several existing studies
... provides a superior distance estimation performance and efficient single-stage inference.
... CSEN and CL-CSEN architectures significantly outperform the competing methods, SVR, CRC, and SRC.
... able to learn with a limited number of annotated data, e.g., with less than 13% annotated data ...
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