Locality preserving matching

J Ma, J Zhao, J Jiang, H Zhou, X Guo - International Journal of Computer …, 2019 - Springer
Seeking reliable correspondences between two feature sets is a fundamental and important
task in computer vision. This paper attempts to remove mismatches from given putative …

Robust feature matching using spatial clustering with heavy outliers

X Jiang, J Ma, J Jiang, X Guo - IEEE Transactions on Image …, 2019 - ieeexplore.ieee.org
This paper focuses on removing mismatches from given putative feature matches created
typically based on descriptor similarity. To achieve this goal, existing attempts usually …

Guide local feature matching by overlap estimation

Y Chen, D Huang, S Xu, J Liu, Y Liu - Proceedings of the AAAI …, 2022 - ojs.aaai.org
Local image feature matching under large appearance, viewpoint, and distance changes is
challenging yet important. Conventional methods detect and match tentative local features …

Robust image matching via local graph structure consensus

X Jiang, Y Xia, XP Zhang, J Ma - Pattern Recognition, 2022 - Elsevier
Image matching plays a vital role in many computer vision tasks, and this paper focuses on
the mismatch removal problem of feature-based matching. We formulate the problem into a …

Multi-image matching via fast alternating minimization

X Zhou, M Zhu, K Daniilidis - Proceedings of the IEEE …, 2015 - cv-foundation.org
In this paper we propose a global optimization-based approach to jointly matching a set of
images. The estimated correspondences simultaneously maximize pairwise feature affinities …

Guided locality preserving feature matching for remote sensing image registration

J Ma, J Jiang, H Zhou, J Zhao… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Feature matching, which refers to establishing reliable correspondences between two sets
of feature points, is a critical prerequisite in feature-based image registration. This paper …

LMR: Learning a two-class classifier for mismatch removal

J Ma, X Jiang, J Jiang, J Zhao… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Feature matching, which refers to establishing reliable correspondence between two sets of
features, is a critical prerequisite in a wide spectrum of vision-based tasks. Existing attempts …

Local feature descriptor for image matching: A survey

C Leng, H Zhang, B Li, G Cai, Z Pei, L He - IEEE Access, 2018 - ieeexplore.ieee.org
Image registration is an important technique in many computer vision applications such as
image fusion, image retrieval, object tracking, face recognition, change detection and so on …

Multiscale locality and rank preservation for robust feature matching of remote sensing images

X Jiang, J Jiang, A Fan, Z Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
As a fundamental and important task in many applications of remote sensing and
photogrammetry, feature matching tries to seek correspondences between the two feature …

Sub-pixel estimation error cancellation on area-based matching

M Shimizu, M Okutomi - International Journal of Computer Vision, 2005 - Springer
Area-based image matching and sub-pixel displacement estimation using similarity
measures are common methods that are used in various fields. Sub-pixel estimation using …