[HTML][HTML] A survey of state-of-the-art on visual SLAM
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 …
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
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 …
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
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 …
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 …
images. We revisit multiple design decisions of SuperGlue, the state of the art in sparse …
LoFTR: Detector-free local feature matching with transformers
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 …
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
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 …
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 …
on classical methods, such as handcrafted keypoint matching, RANSAC and bundle …
Image matching from handcrafted to deep features: A survey
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 …
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
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 …
systems, which must deal with the twin problems of appearance and viewpoint change in an …
Cotr: Correspondence transformer for matching across images
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 …
neural network that, given two images and a query point in one of them, finds its …