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36 Results Found

  • Article
  • Open Access
2,026 Views
17 Pages

Joint Texture Search and Histogram Redistribution for Hyperspectral Image Quality Improvement

  • Bingliang Hu,
  • Junyu Chen,
  • Yihao Wang,
  • Haiwei Li and
  • Geng Zhang

2 March 2023

Due to optical noise, electrical noise, and compression error, data hyperspectral remote sensing equipment is inevitably contaminated by various noises, which seriously affect the applications of hyperspectral data. Therefore, it is of great signific...

  • Article
  • Open Access
22 Citations
6,457 Views
12 Pages

Mineralization of Early Stage Carious Lesions In Vitro—A Quantitative Approach

  • Hans Deyhle,
  • Iwona Dziadowiec,
  • Lucy Kind,
  • Peter Thalmann,
  • Georg Schulz and
  • Bert Müller

10 October 2015

Micro computed tomography has been combined with dedicated data analysis for the in vitro quantification of sub-surface enamel lesion mineralization. Two artificial white spot lesions, generated on a human molar crown in vitro, were examined. One les...

  • Article
  • Open Access
3 Citations
4,354 Views
26 Pages

A Robust 3D-Based Color Correction Approach for Texture Mapping Applications

  • Daniel Coelho,
  • Lucas Dal’Col,
  • Tiago Madeira,
  • Paulo Dias and
  • Miguel Oliveira

23 February 2022

Texture mapping of 3D models using multiple images often results in textured meshes with unappealing visual artifacts known as texture seams. These artifacts can be more or less visible, depending on the color similarity between the used images. The...

  • Article
  • Open Access
4 Citations
3,879 Views
27 Pages

A Sequential Color Correction Approach for Texture Mapping of 3D Meshes

  • Lucas Dal’Col,
  • Daniel Coelho,
  • Tiago Madeira,
  • Paulo Dias and
  • Miguel Oliveira

5 January 2023

Texture mapping can be defined as the colorization of a 3D mesh using one or multiple images. In the case of multiple images, this process often results in textured meshes with unappealing visual artifacts, known as texture seams, caused by the lack...

  • Article
  • Open Access
4 Citations
3,637 Views
33 Pages

A Comparative Study of Image Descriptors in Recognizing Human Faces Supported by Distributed Platforms

  • Eissa Alreshidi,
  • Rabie A. Ramadan,
  • Md. Haidar Sharif,
  • Omer Faruk Ince and
  • Ibrahim Furkan Ince

Face recognition is one of the emergent technologies that has been used in many applications. It is a process of labeling pictures, especially those with human faces. One of the critical applications of face recognition is security monitoring, where...

  • Article
  • Open Access
9 Citations
3,217 Views
17 Pages

PCA-Based Advanced Local Octa-Directional Pattern (ALODP-PCA): A Texture Feature Descriptor for Image Retrieval

  • Muhammad Qasim,
  • Danish Mahmood,
  • Asifa Bibi,
  • Mehedi Masud,
  • Ghufran Ahmed,
  • Suleman Khan,
  • Noor Zaman Jhanjhi and
  • Syed Jawad Hussain

This paper presents a novel feature descriptor termed principal component analysis (PCA)-based Advanced Local Octa-Directional Pattern (ALODP-PCA) for content-based image retrieval. The conventional approaches compare each pixel of an image with cert...

  • Article
  • Open Access
1 Citations
4,025 Views
40 Pages

A Comparative Study of Image Processing and Machine Learning Methods for Classification of Rail Welding Defects

  • Mohale Emmanuel Molefe,
  • Jules Raymond Tapamo and
  • Siboniso Sithembiso Vilakazi

Defects formed during the thermite welding process of two sections of rails require the welded joints to be inspected for quality, and the most used non-destructive method for inspection is radiography testing. However, the conventional defect invest...

  • Article
  • Open Access
10 Citations
3,817 Views
23 Pages

15 May 2024

Tone-mapping algorithms aim to compress a wide dynamic range image into a narrower dynamic range image suitable for display on imaging devices. A representative tone-mapping algorithm, Retinex theory, reflects color constancy based on the human visua...

  • Article
  • Open Access
3 Citations
2,221 Views
16 Pages

Underwater Degraded Image Restoration by Joint Evaluation and Polarization Partition Fusion

  • Changye Cai,
  • Yuanyi Fan,
  • Ronghua Li,
  • Haotian Cao,
  • Shenghui Zhang and
  • Mianze Wang

21 February 2024

Images of underwater environments suffer from contrast degradation, reduced clarity, and information attenuation. The traditional method is the global estimate of polarization. However, targets in water often have complex polarization properties. For...

  • Article
  • Open Access
10 Citations
3,967 Views
16 Pages

Combining Sparse and Dense Features to Improve Multi-Modal Registration for Brain DTI Images

  • Simona Moldovanu,
  • Lenuta Pană Toporaș,
  • Anjan Biswas and
  • Luminita Moraru

14 November 2020

A new solution to overcome the constraints of multimodality medical intra-subject image registration is proposed, using the mutual information (MI) of image histogram-oriented gradients as a new matching criterion. We present a rigid, multi-modal ima...

  • Feature Paper
  • Article
  • Open Access
106 Citations
8,128 Views
19 Pages

A Novel Hybrid Approach Based on Deep CNN Features to Detect Knee Osteoarthritis

  • Rabbia Mahum,
  • Saeed Ur Rehman,
  • Talha Meraj,
  • Hafiz Tayyab Rauf,
  • Aun Irtaza,
  • Ahmed M. El-Sherbeeny and
  • Mohammed A. El-Meligy

15 September 2021

In the recent era, various diseases have severely affected the lifestyle of individuals, especially adults. Among these, bone diseases, including Knee Osteoarthritis (KOA), have a great impact on quality of life. KOA is a knee joint problem mainly pr...

  • Article
  • Open Access
3 Citations
2,035 Views
18 Pages

25 January 2025

Infrared (IR) magneto-optical (MO) bi-imaging is an innovative method for detecting weld defects, and it is important to process both IR thermography and MO imaging characteristics of weld defects. IR thermography and MO imaging can not only run simu...

  • Article
  • Open Access
11 Citations
2,962 Views
19 Pages

Active Polarization Imaging for Cross-Linear Image Histogram Equalization and Noise Suppression in Highly Turbid Water

  • Huajun Zhang,
  • Jianrui Gong,
  • Mingyuan Ren,
  • Ning Zhou,
  • Hantao Wang,
  • Qingguo Meng and
  • Yu Zhang

30 January 2023

The absorption and scattering of impurity particles in turbid water cause the target signal light to be attenuated and to produce backscattered light, resulting in the reduced quality of underwater polarimetric imaging. As water turbidity increases,...

  • Article
  • Open Access
4 Citations
3,275 Views
18 Pages

12 January 2021

Affinity propagation (AP) clustering with low complexity and high performance is suitable for radio remote head (RRH) clustering for real-time joint transmission in the cloud radio access network. The existing AP algorithms for joint transmission hav...

  • Article
  • Open Access
27 Citations
4,469 Views
22 Pages

Joint Image Compression and Encryption Using IWT with SPIHT, Kd-Tree and Chaotic Maps

  • Nasrullah,
  • Jun Sang,
  • Muhammad Azeem Akbar,
  • Bin Cai,
  • Hong Xiang and
  • Haibo Hu

17 October 2018

Confidentiality and efficient bandwidth utilization require a combination of compression and encryption of digital images. In this paper, a new method for joint image compression and encryption based on set partitioning in hierarchical trees (SPIHT)...

  • Article
  • Open Access
16 Citations
3,569 Views
13 Pages

The Development and Validation of an AI Diagnostic Model for Sacroiliitis: A Deep-Learning Approach

  • Kyu-Hong Lee,
  • Ro-Woon Lee,
  • Kyung-Hee Lee,
  • Won Park,
  • Seong-Ryul Kwon and
  • Mie-Jin Lim

12 December 2023

Purpose: Sacroiliitis refers to the inflammatory condition of the sacroiliac joints, frequently causing lower back pain. It is often associated with systemic conditions. However, its signs on radiographic images can be subtle, which may result in it...

  • Article
  • Open Access
15 Citations
8,345 Views
19 Pages

9 February 2015

We propose a constant false alarm rate (CFAR) algorithm for moving target detection in synthetic aperture radar (SAR) images based on the spreading characteristics of interferograms on the magnitude-phase (M-P) plane. This method is based on the obse...

  • Article
  • Open Access
9 Citations
2,160 Views
19 Pages

7 December 2023

This study focuses on exploring and understanding measurement errors in analytical procedures involving miniaturized near-infrared instruments. Despite recent spreading in different application fields, there remains a lack of emphasis on the accuracy...

  • Article
  • Open Access
2 Citations
2,402 Views
11 Pages

3D Skeletal Volume Templates for Deep Learning-Based Activity Recognition

  • Ali Seydi Keçeli,
  • Aydın Kaya and
  • Ahmet Burak Can

1 November 2022

Due to advances in depth sensor technologies, the use of these sensors has positively impacted studies of human-computer interaction and activity recognition. This study proposes a novel 3D action template generated from depth sequence data and two m...

  • Article
  • Open Access
2 Citations
2,326 Views
16 Pages

Surface roughness plays a vital role in determining surface integrity and function. Surface irregularities or reduced quality near the surface can contribute to material failure. Surface roughness is considered a crucial factor in estimating the fati...

  • Article
  • Open Access
2 Citations
2,006 Views
23 Pages

Dynamic Range Compression of Thermograms for Assessment of Welded Joint Face Quality

  • Wojciech Jamrozik,
  • Jacek Górka and
  • Gilmar Ferreira Batalha

10 February 2023

Temperature is one of the essential parameters in fusion welding. Typically, an uncooled infrared detector acquires 14-bit data, while a human observer can only distinguish about 128 levels of grey. For IR HDR (high dynamic range) images, one of the...

  • Article
  • Open Access
38 Citations
9,488 Views
15 Pages

Coral reefs are the sub-aqueous calcium carbonate structures collected by the invertebrates known as corals. The charm and beauty of coral reefs attract tourists, and they play a vital role in preserving biodiversity, ceasing coastal erosion, and pro...

  • Article
  • Open Access
4 Citations
2,196 Views
22 Pages

In indoor low-light environments, the lack of light makes the captured images often suffer from quality degradation problems, including missing features in dark areas, noise interference, low brightness, and low contrast. Therefore, the feature extra...

  • Article
  • Open Access
23 Citations
5,584 Views
17 Pages

23 December 2021

Welding defects must be inspected to verify that the welds meet the requirements of ship welded joints, and in welding defect inspection, among nondestructive inspections, radiographic inspection is widely applied during the production process. To pe...

  • Article
  • Open Access
14 Citations
3,415 Views
21 Pages

Hyperspectral Sea Ice Image Classification Based on the Spectral-Spatial-Joint Feature with the PCA Network

  • Yanling Han,
  • Xi Shi,
  • Shuhu Yang,
  • Yun Zhang,
  • Zhonghua Hong and
  • Ruyan Zhou

9 June 2021

Sea ice is one of the most prominent causes of marine disasters occurring at high latitudes. The detection of sea ice is particularly important, and the classification of sea ice images is an important part of sea ice detection. Traditional sea ice c...

  • Article
  • Open Access
1 Citations
1,679 Views
29 Pages

26 August 2024

The biomedical imaging field has grown enormously in the past decade. In the era of digitization, the demand for computer-assisted diagnosis is increasing day by day. The COVID-19 pandemic further emphasized how retrieving meaningful information from...

  • Article
  • Open Access
5 Citations
2,614 Views
16 Pages

Tone mapping (TM) aims to display high dynamic range scenes on media with limited visual information reproduction. Logarithmic transformation is a widely used preprocessing method in TM algorithms. However, the conventional logarithmic transformation...

  • Article
  • Open Access
35 Citations
8,510 Views
18 Pages

Customized Mobile LiDAR System for Manhole Cover Detection and Identification

  • Zhanying Wei,
  • Mengmeng Yang,
  • Liuzhao Wang,
  • Hao Ma,
  • Xuexia Chen and
  • Ruofei Zhong

27 May 2019

Manhole covers, which are a key element of urban infrastructure management, have a direct impact on travel safety. At present, there is no automatic, safe, and efficient system specially used for the intelligent detection, identification, and assessm...

  • Article
  • Open Access
20 Citations
5,042 Views
15 Pages

A Comparative Study of Machine Learning Classifiers for Enhancing Knee Osteoarthritis Diagnosis

  • Aquib Raza,
  • Thien-Luan Phan,
  • Hung-Chung Li,
  • Nguyen Van Hieu,
  • Tran Trung Nghia and
  • Congo Tak Shing Ching

28 March 2024

Knee osteoarthritis (KOA) is a leading cause of disability, particularly affecting older adults due to the deterioration of articular cartilage within the knee joint. This condition is characterized by pain, stiffness, and impaired movement, posing a...

  • Article
  • Open Access
15 Citations
4,616 Views
27 Pages

7 April 2022

Relative radiometric normalization (RRN) is important for pre-processing and analyzing multitemporal remote sensing (RS) images. Multitemporal RS images usually include different land use/land cover (LULC) types; therefore, considering an identical l...

  • Article
  • Open Access
7 Citations
2,741 Views
16 Pages

Earth-Mover-Distance-Based Detection of False Data Injection Attacks in Smart Grids

  • Zhengwei Qu,
  • Jingchuan Yang,
  • Yansheng Lang,
  • Yunjing Wang,
  • Xiaoming Han and
  • Xinyue Guo

25 February 2022

The high integration of power information physical system improves the efficiency of power transmission, but it also brings new threats to power grid. False data injection attacks can use traditional bad data to detect vulnerabilities and maliciously...

  • Article
  • Open Access
1 Citations
1,826 Views
16 Pages

Crystal Analyzer Based Multispectral Microtomography Using CCD-Sensor

  • Maxim Grigoriev,
  • Denis Zolotov,
  • Anastasia Ingacheva,
  • Alexey Buzmakov,
  • Irina Dyachkova,
  • Victor Asadchikov and
  • Marina Chukalina

14 July 2023

To solve the problems of spectral tomography, an X-ray optical scheme was proposed, using a crystal analyzer in Laue geometry between the sample and the detector, which allowed for the selection of predetermined pairs of wavelengths from the incident...

  • Article
  • Open Access
6 Citations
1,793 Views
17 Pages

Apple Pose Estimation Based on SCH-YOLO11s Segmentation

  • Jinxing Niu,
  • Mingbo Bi and
  • Qingyuan Yu

3 April 2025

Determination of apple attitude is a key technology for apple picking robots to achieve automatic picking. This paper proposes a joint estimation method for apple pose estimation by segmenting apples and their calyx basin and designs an improved YOLO...

  • Article
  • Open Access
4 Citations
4,093 Views
24 Pages

24 November 2020

In this study, pattern recognition methods are applied to a five-degrees-of-freedom robot arm that can key in words on a touch screen for an automatic smartphone test. The proposed system can recognize Chinese characters and Mandarin phonetic symbols...

  • Article
  • Open Access
6 Citations
3,025 Views
33 Pages

12 November 2024

One of the most common diseases afflicting humans is knee osteoarthritis (KOA). KOA occurs when the knee joint cartilage breaks down, and knee bones start rubbing together. The diagnosis of KOA is a lengthy process, and missed diagnosis can have seri...

  • Article
  • Open Access
11 Citations
3,355 Views
25 Pages

21 August 2020

For a long time, expressions have been something that human beings are proud of. That is an essential difference between us and machines. With the development of computers, we are more eager to develop communication between humans and machines, espec...