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Zhiqiang Deng

3 accepted papers

2023

ADfM-Net: An Adversarial Depth-From-Motion Network Based on Cross Attention and Motion Enhanced

RA-L 2023

The temporal consistent and accurate depth estimation for consecutive images is essential for many downstream applications. However, most existing methods only infer depth from a single image, ignoring the temporal information and important depth cues from motion in the sequence. Additionally, the d

Cited by 0SourceScholar
2022

CFP-SLAM: A Real-time Visual SLAM Based on Coarse-to-Fine Probability in Dynamic Environments

IROS 2022poster

The dynamic factors in the environment will lead to the decline of camera localization accuracy due to the violation of the static environment assumption of SLAM algorithm. Recently, some related works generally use the combination of semantic constraints and geometric constraints to deal with dynam…

Cited by 46SourceScholar
2022

Object-Plane Co-Represented and Graph Propagation-Based Semantic Descriptor for Relocalization

RA-L 2022

Relocalization is a critical component of robotics applications, it poses challenges due to changes in lighting conditions, weather, and viewing point. Image feature-based approaches are appearance-sensitive, high-level semantic landmark-based methods are ambiguous, and topological map matching-base

Cited by 8SourceScholar