A novel liver image classification method using perceptual hash-based convolutional neural network

F Özyurt, T Tuncer, E Avci, M Koç… - Arabian Journal for …, 2019 - Springer
Classification of liver masses plays an important role in early diagnosis of patients. This
paper proposes a method to reduce the liver computed tomography (CT) images …

A novel approach for liver image classification: PH-C-ELM

A Doğantekin, F Özyurt, E Avcı, M Koc - Measurement, 2019 - Elsevier
Classification of liver masses is one of the hot topics in the literature. This paper proposes a
hybrid method of using Convolutional Neural Network (CNN) and Discrete Wavelet …

Perceptual hashing for color images based on hybrid extraction of structural features

C Qin, M Sun, CC Chang - Signal processing, 2018 - Elsevier
In this paper, a novel perceptual hashing scheme for color images is proposed with the
hybrid feature extraction mechanism. During the stage of pre-processing, image …

Perceptual hashing for color image based on color opponent component and quadtree structure

Q Shen, Y Zhao - Signal Processing, 2020 - Elsevier
In this paper, a perceptual image hashing scheme based on color opponent component
(COC) and Quadtree structure is proposed. Firstly, image normalization and Gaussian low …

[HTML][HTML] Local texton XOR patterns: A new feature descriptor for content-based image retrieval

A Bala, T Kaur - Engineering Science and Technology, an International …, 2016 - Elsevier
In this paper, a novel feature descriptor, local texton XOR patterns (LTxXORP) is proposed
for content-based image retrieval. The proposed method collects the texton XOR pattern …

Robust image hashing based on color vector angle and Canny operator

Z Tang, L Huang, X Zhang, H Lao - AEU-International Journal of …, 2016 - Elsevier
Image hashing is a novel technology of multimedia processing, and finds many applications,
such as image forensics, image retrieval and image indexing. Conventional image hashing …

Perceptual hashing scheme using KAZE feature descriptors for combinatorial manipulations

M Roy, DM Thounaojam, S Pal - Multimedia Tools and Applications, 2022 - Springer
Perceptual image hashing methods utilize the visual phenomenon of the images and
produce a fixed-length hash function and this hash value can be utilized for digital signature …

An analysis of photodna

M Steinebach - Proceedings of the 18th International Conference on …, 2023 - dl.acm.org
PhotoDNA is a popular hash used to combat CSAM. So far, only limited information has
been provided about this hash in terms of its performance. In this paper, we provide an …

Robust image hashing via DCT and LLE

Z Tang, H Lao, X Zhang, K Liu - Computers & Security, 2016 - Elsevier
Image hashing is a novel technology of multimedia processing and is widely used in many
applications, such as image authentication, image retrieval, image indexing, copy detection …

Multi-channel local ternary pattern for content-based image retrieval

M Agarwal, A Singhal, B Lall - Pattern Analysis and Applications, 2019 - Springer
A feature based on a single modality such as color or texture is not sufficient to investigate
the appearance variation across multiple images. In this paper, a novel feature referred to as …