Search Results for author: Yun-Jou Lin

Found 3 papers, 1 papers with code

iMatching: Imperative Correspondence Learning

no code implementations4 Dec 2023 Zitong Zhan, Dasong Gao, Yun-Jou Lin, Youjie Xia, Chen Wang

Learning feature correspondence is a foundational task in computer vision, holding immense importance for downstream applications such as visual odometry and 3D reconstruction.

3D Reconstruction Bilevel Optimization +2

AirLoc: Object-based Indoor Relocalization

1 code implementation3 Apr 2023 Aryan, Bowen Li, Sebastian Scherer, Yun-Jou Lin, Chen Wang

This results in a robust, accurate, and portable indoor relocalization system, which outperforms the state-of-the-art methods in room-level relocalization by 9. 5% of PR-AUC and 7% of accuracy.

Object

INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation

no code implementations CVPR 2022 Leyao Liu, Tian Zheng, Yun-Jou Lin, Kai Ni, Lu Fang

Based on INS-Conv, an online joint 3D semantic and instance segmentation pipeline is proposed, reaching an inference speed of 15 FPS on GPU and 10 FPS on CPU.

Instance Segmentation RGB-D Reconstruction +2

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