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Get absolute distance of object in image regardless of type

Get absolute distance of object in image regardless of type


Representation Based Regression for Object Distance Estimation



... 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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