Search Results for author: Jingwei Song

Found 12 papers, 5 papers with code

Fusing Convolutional Neural Network and Geometric Constraint for Image-based Indoor Localization

no code implementations5 Jan 2022 Jingwei Song, Mitesh Patel, Maani Ghaffari

This paper proposes a new image-based localization framework that explicitly localizes the camera/robot by fusing Convolutional Neural Network (CNN) and sequential images' geometric constraints.

Image-Based Localization Indoor Localization +1

Bayesian dense inverse searching algorithm for real-time stereo matching in minimally invasive surgery

1 code implementation14 Jun 2021 Jingwei Song, Qiuchen Zhu, Jianyu Lin, Maani Ghaffari

Our Bayesian method correctly balances the probability of the patch for stereo images at different scales.

Stereo Matching

Combining Deep Learning with Geometric Features for Image based Localization in the Gastrointestinal Tract

no code implementations11 May 2020 Jingwei Song, Mitesh Patel, Andreas Girgensohn, Chelhwon Kim

Considering these, we propose a novel approach to combine DL method with traditional feature based approach to achieve better localization with small training data.

Image-Based Localization

A Closed-Form Uncertainty Propagation in Non-Rigid Structure from Motion

1 code implementation10 May 2020 Jingwei Song, Mitesh Patel, Ashkan Jasour, Maani Ghaffari

In this paper, we present a statistical inference on the element-wise uncertainty quantification of the estimated deforming 3D shape points in the case of the exact low-rank SDP problem.

Uncertainty Quantification

Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation

1 code implementation23 Apr 2020 Jingwei Song, Shaobo Xia, Jun Wang, Mitesh Patel, Dong Chen

Sliding-window based low-rank matrix approximation (LRMA) is a technique widely used in hyperspectral images (HSIs) denoising or completion.

Hyperspectral Image Denoising Image Denoising +1

Curved Buildings Reconstruction from Airborne LiDAR Data by Matching and Deforming Geometric Primitives

no code implementations22 Mar 2020 Jingwei Song, Shaobo Xia, Jun Wang, Dong Chen

To this end, we propose a new framework for curved building reconstruction via assembling and deforming geometric primitives.

Efficient two step optimization for large embedded deformation graph based SLAM

no code implementations20 Jun 2019 Jingwei Song, Fang Bai, Liang Zhao, Shoudong Huang, Rong Xiong

In this paper, we propose an approach to decouple nodes of deformation graph in large scale dense deformable SLAM and keep the estimation time to be constant.

Vocal Bursts Valence Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.