Depth Estimation Model Addresses Ambiguity
Researchers have developed a new model for depth estimation that uses a mixture-density representation to address ambiguity. This approach aims to improve accuracy near object boundaries.
Topics
Developing
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Sources · 7 independent
Modernity/arxiv
“Modeling Depth Ambiguity: A Mixture-Density Representation for Flying-Point-Free Depth Estimation. Authors: Siyuan Bian, Congrong Xu, Jun Gao Abstract: Despite advances in depth estimation, flying points remain a persistent failure mode: near object boundaries, depth estimators often predict spuri...”
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