Review of image low-level feature extraction methods for content-based image retrieval

S Wang, K Han, J Jin - Sensor Review, 2019 - emerald.com
Purpose In the past few decades, the content-based image retrieval (CBIR), which focuses
on the exploration of image feature extraction methods, has been widely investigated. The …

A novel image retrieval method based on multi-features fusion

D Niu, X Zhao, X Lin, C Zhang - Signal Processing: Image Communication, 2020 - Elsevier
Image retrieval is an important research topic in pattern recognition and computer vision. We
propose a novel content-based image retrieval method. At the image description stage, our …

Multiscale Fourier descriptors for defect image retrieval

I Kunttu, L Lepistö, J Rauhamaa, A Visa - Pattern Recognition Letters, 2006 - Elsevier
Shape is an essential visual feature of an image and it is widely used to describe image
content in image classification and retrieval. In this paper, two new Fourier-based …

Linear bezier curve geometrical feature descriptor for image recognition

SD Pande, MSR Chetty - Recent Advances in Computer …, 2020 - ingentaconnect.com
Background: Image retrieval has a significant role in present and upcoming usage for
different image processing applications where images within a desired range of similarity …

Apple grading method based on features fusion of size, shape and color

X Li, W Zhu - Procedia Engineering, 2011 - Elsevier
As grading results of apples based on the single feature such as size, shape or color are not
accurate, this paper proposes a multi-feature information fusion method based on BP neural …

A comparative study of various deep learning approaches to shape encoding of planar geospatial objects

X Yan, M Yang - ISPRS International Journal of Geo-Information, 2022 - mdpi.com
The shape encoding of geospatial objects is a key problem in the fields of cartography and
geoscience. Although traditional geometric-based methods have made great progress, deep …

Shape-based retrieval of industrial surface defects using angular radius Fourier descriptor

I Kunttu, L Lepisto - IET Image Processing, 2007 - IET
Current industrial surface inspection systems are capable of detecting various defects and
producing images of them. The defect images are collected into large image databases …

Image retrieval using edge based shape similarity with multiresolution enhanced orthogonal polynomials model

R Krishnamoorthy, SS Devi - Digital Signal Processing, 2013 - Elsevier
Since shape is one of the important low level features of any Content Based Image Retrieval
(CBIR) system, this paper proposes a new edge based shape feature representation method …

MST-CSS (multi-spectro-temporal curvature scale space), a novel spatio-temporal representation for content-based video retrieval

A Dyana, S Das - IEEE Transactions on Circuits and Systems …, 2010 - ieeexplore.ieee.org
We present a novel spatio-temporal descriptor to efficiently represent a video object for the
purpose of content-based video retrieval. Features from spatial along with temporal …

Shape classification via image-based multiscale description

C Direkoğlu, MS Nixon - Pattern Recognition, 2011 - Elsevier
We introduce a new multiscale Fourier-based object description in 2-D space using a low-
pass Gaussian filter (LPGF) and a high-pass Gaussian filter (HPGF), separately. Using the …