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8 Results Found

  • Proceeding Paper
  • Open Access
2 Citations
1,843 Views
7 Pages

Feasibility Analysis of Tamura Features in the Identification of Machined Surface Images Using Machine Learning and Image Processing Techniques

  • Raghavendra C. Kamath,
  • G. S. Vijay,
  • Ganesha Prasad,
  • P. Krishnananda Rao,
  • Uday Kumar Shetty,
  • Gautham Parameshwaran,
  • Aniket Shenoy and
  • Prithvi Shetty

19 December 2023

In modern manufacturing industries with Industry 4.0 capabilities, the automated identification and classification of machined surfaces based on their texture will play a crucial role. Texture analysis through computer vision, image processing, class...

  • Article
  • Open Access
6 Citations
2,846 Views
22 Pages

Enhancing Hand Gesture Image Recognition by Integrating Various Feature Groups

  • Ismail Taha Ahmed,
  • Wisam Hazim Gwad,
  • Baraa Tareq Hammad and
  • Entisar Alkayal

Human gesture image recognition is the process of identifying, deciphering, and classifying human gestures in images or video frames using computer vision algorithms. These gestures can vary from the simplest hand motions, body positions, and facial...

  • Article
  • Open Access
10 Citations
2,915 Views
21 Pages

In order to evaluate the effect of laser cleaning, a new method of workpiece surface roughness estimation is proposed. First, a Cartesian robot and visible-light camera are used to collect a large number of surface images of a workpiece after laser c...

  • Article
  • Open Access
1 Citations
619 Views
24 Pages

Oil Film Segmentation Method Using Marine Radar Based on Feature Fusion and Artificial Bee Colony Algorithm

  • Jin Xu,
  • Bo Xu,
  • Xiaoguang Mou,
  • Boxi Yao,
  • Zekun Guo,
  • Xiang Wang,
  • Yuanyuan Huang,
  • Sihan Qian,
  • Min Cheng and
  • Peng Liu
  • + 1 author

In the wake of the continuous development of the international strategic petroleum reserve system, the tonnage and quantity of oil tankers have been increasing. This trend has driven the expansion of offshore oil exploration and transportation, resul...

  • Article
  • Open Access
6 Citations
5,008 Views
24 Pages

A Comparative Study of Two State-of-the-Art Feature Selection Algorithms for Texture-Based Pixel-Labeling Task of Ancient Documents

  • Maroua Mehri,
  • Ramzi Chaieb,
  • Karim Kalti,
  • Pierre Héroux,
  • Rémy Mullot and
  • Najoua Essoukri Ben Amara

Recently, texture features have been widely used for historical document image analysis. However, few studies have focused exclusively on feature selection algorithms for historical document image analysis. Indeed, an important need has emerged to us...

  • Article
  • Open Access
24 Citations
5,556 Views
22 Pages

Robust Malware Family Classification Using Effective Features and Classifiers

  • Baraa Tareq Hammad,
  • Norziana Jamil,
  • Ismail Taha Ahmed,
  • Zuhaira Muhammad Zain and
  • Shakila Basheer

5 August 2022

Malware development has significantly increased recently, posing a serious security risk to both consumers and businesses. Malware developers continually find new ways to circumvent security research’s ongoing efforts to guard against malware a...

  • Article
  • Open Access
1 Citations
1,566 Views
18 Pages

As there are few cases of red sandstone rapid antiquing in ancient buildings and as it is difficult to reproduce, this paper carried out an experimental study and effect evaluation assessment on red sandstone rapid antiquing in the restoration of anc...

  • Article
  • Open Access
4 Citations
3,440 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...