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 …

Three dimensional objects recognition & pattern recognition technique; related challenges: A review

S Rani, K Lakhwani, S Kumar - Multimedia Tools and Applications, 2022 - Springer
Abstract 3D object recognition and pattern recognition are active and fast-growing research
areas in the field of computer vision. It is mandatory to define the pattern class, feature …

3D object recognition in cluttered scenes with local surface features: A survey

Y Guo, M Bennamoun, F Sohel, M Lu… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
3D object recognition in cluttered scenes is a rapidly growing research area. Based on the
used types of features, 3D object recognition methods can broadly be divided into two …

Rotational projection statistics for 3D local surface description and object recognition

Y Guo, F Sohel, M Bennamoun, M Lu, J Wan - International journal of …, 2013 - Springer
Recognizing 3D objects in the presence of noise, varying mesh resolution, occlusion and
clutter is a very challenging task. This paper presents a novel method named Rotational …

A survey on shape correspondence

O Van Kaick, H Zhang, G Hamarneh… - Computer graphics …, 2011 - Wiley Online Library
We review methods designed to compute correspondences between geometric shapes
represented by triangle meshes, contours or point sets. This survey is motivated in part by …

Harris 3D: a robust extension of the Harris operator for interest point detection on 3D meshes

I Sipiran, B Bustos - The Visual Computer, 2011 - Springer
With the increasing amount of 3D data and the ability of capture devices to produce low-cost
multimedia data, the capability to select relevant information has become an interesting …

Shape google: Geometric words and expressions for invariant shape retrieval

AM Bronstein, MM Bronstein, LJ Guibas… - ACM Transactions on …, 2011 - dl.acm.org
The computer vision and pattern recognition communities have recently witnessed a surge
of feature-based methods in object recognition and image retrieval applications. These …

Usip: Unsupervised stable interest point detection from 3d point clouds

J Li, GH Lee - Proceedings of the IEEE/CVF international …, 2019 - openaccess.thecvf.com
In this paper, we propose the USIP detector: an Unsupervised Stable Interest Point detector
that can detect highly repeatable and accurately localized keypoints from 3D point clouds …

On the repeatability and quality of keypoints for local feature-based 3d object retrieval from cluttered scenes

A Mian, M Bennamoun, R Owens - International Journal of Computer …, 2010 - Springer
Abstract 3D object recognition from local features is robust to occlusions and clutter.
However, local features must be extracted from a small set of feature rich keypoints to avoid …

Performance evaluation of 3D keypoint detectors

F Tombari, S Salti, L Di Stefano - International Journal of Computer Vision, 2013 - Springer
In the past few years detection of repeatable and distinctive keypoints on 3D surfaces has
been the focus of intense research activity, due on the one hand to the increasing diffusion …