Search Results for author: Shiqi Li

Found 5 papers, 2 papers with code

Iterative Feedback Network for Unsupervised Point Cloud Registration

1 code implementation9 Jan 2024 Yifan Xie, Boyu Wang, Shiqi Li, Jihua Zhu

In this paper, we propose a novel Iterative Feedback Network (IFNet) for unsupervised point cloud registration, in which the representation of low-level features is efficiently enriched by rerouting subsequent high-level features.

Point Cloud Registration

Cross-Modal Information-Guided Network using Contrastive Learning for Point Cloud Registration

1 code implementation2 Nov 2023 Yifan Xie, Jihua Zhu, Shiqi Li, Pengcheng Shi

Specifically, we first incorporate the projected images from the point clouds and fuse the cross-modal features using the attention mechanism.

Contrastive Learning Point Cloud Registration

DBDNet:Partial-to-Partial Point Cloud Registration with Dual Branches Decoupling

no code implementations18 Oct 2023 Shiqi Li, Jihua Zhu, Yifan Xie

Point cloud registration plays a crucial role in various computer vision tasks, and usually demands the resolution of partial overlap registration in practice.

Point Cloud Registration Translation

Lightweight Human Pose Estimation Using Heatmap-Weighting Loss

no code implementations21 May 2022 Shiqi Li, Xiang Xiang

Recent research on human pose estimation exploits complex structures to improve performance on benchmark datasets, ignoring the resource overhead and inference speed when the model is actually deployed.

Pose Estimation

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