↓ Skip to main content

Image and Signal Processing

Overview of attention for book
Cover of 'Image and Signal Processing'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Approach to Analysis the Surface Geometry Change in Cultural Heritage Objects
  3. Altmetric Badge
    Chapter 2 Towards the Tactile Discovery of Cultural Heritage with Multi-approach Segmentation
  4. Altmetric Badge
    Chapter 3 Use of Imaging Techniques as a Support for the Preventive Conservation Strategy of Wall Paintings: Application to the Medieval Decors of the Château de Germolles
  5. Altmetric Badge
    Chapter 4 Multispectral Dynamic Codebook and Fusion Strategy for Moving Objects Detection
  6. Altmetric Badge
    Chapter 5 A Spectral Hazy Image Database
  7. Altmetric Badge
    Chapter 6 A Bottom-Up Approach for Pig Skeleton Extraction Using RGB Data
  8. Altmetric Badge
    Chapter 7 Deep Transfer Learning Models for Tomato Disease Detection
  9. Altmetric Badge
    Chapter 8 Machine Learning-Based Classification of Powdery Mildew Severity on Melon Leaves
  10. Altmetric Badge
    Chapter 9 Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information
  11. Altmetric Badge
    Chapter 10 A Random Forest-Cellular Automata Modeling Approach to Predict Future Forest Cover Change in Middle Atlas Morocco, Under Anthropic, Biotic and Abiotic Parameters
  12. Altmetric Badge
    Chapter 11 Incep-EEGNet: A ConvNet for Motor Imagery Decoding
  13. Altmetric Badge
    Chapter 12 Fuzzy-Based Approach for Assessing Traffic Congestion in Urban Areas
  14. Altmetric Badge
    Chapter 13 Big Data and Reality Mining in Healthcare: Promise and Potential
  15. Altmetric Badge
    Chapter 14 A Dataset to Support Sexist Content Detection in Arabic Text
  16. Altmetric Badge
    Chapter 15 Multistage Deep Neural Network Framework for People Detection and Localization Using Fusion of Visible and Thermal Images
  17. Altmetric Badge
    Chapter 16 Diagnosing Tuberculosis Using Deep Convolutional Neural Network
  18. Altmetric Badge
    Chapter 17 Semantic Segmentation of Diabetic Foot Ulcer Images: Dealing with Small Dataset in DL Approaches
  19. Altmetric Badge
    Chapter 18 DermoNet: A Computer-Aided Diagnosis System for Dermoscopic Disease Recognition
  20. Altmetric Badge
    Chapter 19 A New Method of Image Reconstruction for PET Using a Combined Regularization Algorithm
  21. Altmetric Badge
    Chapter 20 Visualizing Blood Flow of Palm in Different Muscle Tense State Using High-Speed Video Camera
  22. Altmetric Badge
    Chapter 21 Segmentation of Microscopic Image of Colorants Using U-Net Based Deep Convolutional Networks for Material Appearance Design
  23. Altmetric Badge
    Chapter 22 A Deep CNN-LSTM Framework for Fast Video Coding
  24. Altmetric Badge
    Chapter 23 Microcontrollers on the Edge – Is ESP32 with Camera Ready for Machine Learning?
  25. Altmetric Badge
    Chapter 24 Speech Enhancement Based on Deep AutoEncoder for Remote Arabic Speech Recognition
  26. Altmetric Badge
    Chapter 25 Handwriting Based Gender Classification Using COLD and Hinge Features
  27. Altmetric Badge
    Chapter 26 Extraction and Recognition of Bangla Texts from Natural Scene Images Using CNN
  28. Altmetric Badge
    Chapter 27 Detection of Elliptical Traffic Signs
  29. Altmetric Badge
    Chapter 28 Image-Based Place Recognition Using Semantic Segmentation and Inpainting to Remove Dynamic Objects
  30. Altmetric Badge
    Chapter 29 CNN-SVM Learning Approach Based Human Activity Recognition
  31. Altmetric Badge
    Chapter 30 Convolutional Neural Networks Backbones for Object Detection
  32. Altmetric Badge
    Chapter 31 Object Detector Combination for Increasing Accuracy and Detecting More Overlapping Objects
  33. Altmetric Badge
    Chapter 32 Graph-Based Image Retrieval: State of the Art
  34. Altmetric Badge
    Chapter 33 A New Texture Descriptor: The Homogeneous Local Binary Pattern (HLBP)
  35. Altmetric Badge
    Chapter 34 Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study
  36. Altmetric Badge
    Chapter 35 Logo Detection Based on FCM Clustering Algorithm and Texture Features
  37. Altmetric Badge
    Chapter 36 Discrete p -bilaplacian Operators on Graphs
  38. Altmetric Badge
    Chapter 37 Image Watermarking Based on Fourier-Mellin Transform
  39. Altmetric Badge
    Chapter 38 A New Sparse Blind Source Separation Method for Determined Linear Convolutive Mixtures in Time-Frequency Domain
  40. Altmetric Badge
    Chapter 39 Proposed Integration Algorithm to Optimize the Separation of Audio Signals Using the ICA and Wavelet Transform
  41. Altmetric Badge
    Chapter 40 ECG Signal Analysis on an Embedded Device for Sleep Apnea Detection
Attention for Chapter 34: Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study
Altmetric Badge

Mentioned by

twitter
1 tweeter

Citations

dimensions_citation
1 Dimensions

Readers on

mendeley
49 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study
Chapter number 34
Book title
Image and Signal Processing
Published by
Springer, Cham, June 2020
DOI 10.1007/978-3-030-51935-3_34
Book ISBNs
978-3-03-051934-6, 978-3-03-051935-3
Authors

Mebarka Allaoui, Mohammed Lamine Kherfi, Abdelhakim Cheriet, Allaoui, Mebarka, Kherfi, Mohammed Lamine, Cheriet, Abdelhakim

Twitter Demographics

The data shown below were collected from the profile of 1 tweeter who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 49 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 49 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 11 22%
Student > Master 9 18%
Researcher 7 14%
Student > Bachelor 5 10%
Student > Doctoral Student 1 2%
Other 4 8%
Unknown 12 24%
Readers by discipline Count As %
Computer Science 8 16%
Biochemistry, Genetics and Molecular Biology 4 8%
Engineering 4 8%
Physics and Astronomy 3 6%
Mathematics 3 6%
Other 10 20%
Unknown 17 35%