[HTML][HTML] A survey of state-of-the-art on visual SLAM

IA Kazerouni, L Fitzgerald, G Dooly, D Toal - Expert Systems with …, 2022 - Elsevier
This paper is an overview to Visual Simultaneous Localization and Mapping (V-SLAM). We
discuss the basic definitions in the SLAM and vision system fields and provide a review of …

A review of multimodal image matching: Methods and applications

X Jiang, J Ma, G Xiao, Z Shao, X Guo - Information Fusion, 2021 - Elsevier
Multimodal image matching, which refers to identifying and then corresponding the same or
similar structure/content from two or more images that are of significant modalities or …

Alphapose: Whole-body regional multi-person pose estimation and tracking in real-time

HS Fang, J Li, H Tang, C Xu, H Zhu… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
Accurate whole-body multi-person pose estimation and tracking is an important yet
challenging topic in computer vision. To capture the subtle actions of humans for complex …

Lightglue: Local feature matching at light speed

P Lindenberger, PE Sarlin… - Proceedings of the …, 2023 - openaccess.thecvf.com
We introduce LightGlue, a deep neural network that learns to match local features across
images. We revisit multiple design decisions of SuperGlue, the state of the art in sparse …

LoFTR: Detector-free local feature matching with transformers

J Sun, Z Shen, Y Wang, H Bao… - Proceedings of the …, 2021 - openaccess.thecvf.com
We present a novel method for local image feature matching. Instead of performing image
feature detection, description, and matching sequentially, we propose to first establish pixel …

A tale of two features: Stable diffusion complements dino for zero-shot semantic correspondence

J Zhang, C Herrmann, J Hur… - Advances in …, 2024 - proceedings.neurips.cc
Text-to-image diffusion models have made significant advances in generating and editing
high-quality images. As a result, numerous approaches have explored the ability of diffusion …

Posediffusion: Solving pose estimation via diffusion-aided bundle adjustment

J Wang, C Rupprecht… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Camera pose estimation is a long-standing computer vision problem that to date often relies
on classical methods, such as handcrafted keypoint matching, RANSAC and bundle …

Image matching from handcrafted to deep features: A survey

J Ma, X Jiang, A Fan, J Jiang, J Yan - International Journal of Computer …, 2021 - Springer
As a fundamental and critical task in various visual applications, image matching can identify
then correspond the same or similar structure/content from two or more images. Over the …

Patch-netvlad: Multi-scale fusion of locally-global descriptors for place recognition

S Hausler, S Garg, M Xu, M Milford… - Proceedings of the …, 2021 - openaccess.thecvf.com
Abstract Visual Place Recognition is a challenging task for robotics and autonomous
systems, which must deal with the twin problems of appearance and viewpoint change in an …

Cotr: Correspondence transformer for matching across images

W Jiang, E Trulls, J Hosang… - Proceedings of the …, 2021 - openaccess.thecvf.com
We propose a novel framework for finding correspondences in images based on a deep
neural network that, given two images and a query point in one of them, finds its …