no code implementations • 31 Mar 2024 • Diwei Sheng, Anbang Yang, John-Ross Rizzo, Chen Feng
Visual Place Recognition (VPR) in indoor environments is beneficial to humans and robots for better localization and navigation.
no code implementations • 10 Oct 2023 • Anbang Yang, Yao Wang, John-Ross Rizzo, Chen Feng
The shift to online computing for real-time visual localization often requires streaming query images/videos to a server for visual place recognition (VPR), where fast video transmission may result in reduced resolution or increased quantization.
no code implementations • 22 Sep 2022 • Anbang Yang, Mahya Beheshti, Todd E Hudson, Rajesh Vedanthan, Wachara Riewpaiboon, Pattanasak Mongkolwat, Chen Feng, John-Ross Rizzo
Given a query image taken by an end-user on a mobile application, the pipeline leverages a visual place recognition (VPR) algorithm to find similar images in a reference image database of the target space.
1 code implementation • CVPR 2022 • Siyuan Xiang, Anbang Yang, Yanfei Xue, Yaoqing Yang, Chen Feng
Based on the fact that self-supervised learning is helpful when a large number of data are available, we propose two self-supervised learning approaches to improve the baseline performance for view consistency reasoning and camera pose reasoning tasks on the SPARE3D dataset.