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Image Analysis and Recognition

Overview of attention for book
Cover of 'Image Analysis and Recognition'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Proximal Splitting Networks for Image Restoration
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    Chapter 2 A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data
  4. Altmetric Badge
    Chapter 3 Image Structure Subspace Learning Using Structural Similarity Index
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    Chapter 4 Motion-Augmented Inference and Joint Kernels in Structured Learning for Object Tracking
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    Chapter 5 An Efficient Algorithm for Computing the Derivative of Mean Structural Similarity Index Measure
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    Chapter 6 Drift Detection Using SVM in Structured Object Tracking
  8. Altmetric Badge
    Chapter 7 Principal Component Analysis Using Structural Similarity Index for Images
  9. Altmetric Badge
    Chapter 8 Blind Quality Assessment of Multiply Distorted Images Using Deep Neural Networks
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    Chapter 9 Layered Embeddings for Amodal Instance Segmentation
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    Chapter 10 CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance
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    Chapter 11 Locally Linear Image Structural Embedding for Image Structure Manifold Learning
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    Chapter 12 Fitting Smooth Manifolds to Point Clouds in a Level Set Formulation
  14. Altmetric Badge
    Chapter 13 KFBin: Kalman Filter-Based Approach for Document Image Binarization
  15. Altmetric Badge
    Chapter 14 AVC, HEVC, VP9, AVS2 or AV1? — A Comparative Study of State-of-the-Art Video Encoders on 4K Videos
  16. Altmetric Badge
    Chapter 15 An Improved Simulated Annealing Approach for Reconstructing Binary Images with Fixed Number of Strips
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    Chapter 16 WaveM-CNN for Automatic Recognition of Sub-cellular Organelles
  18. Altmetric Badge
    Chapter 17 Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection
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    Chapter 18 An Improved Weighted Average Reprojection Image Denoising Method
  20. Altmetric Badge
    Chapter 19 Hybrid HMM/DNN System for Arabic Handwriting Keyword Spotting
  21. Altmetric Badge
    Chapter 20 A Reconstruction-Free Projection Selection Procedure for Binary Tomography Using Convolutional Neural Networks
  22. Altmetric Badge
    Chapter 21 Augmenting Reality of Tracked Video Objects Using Homography and Keypoints
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    Chapter 22 Initial Conditions of Reaction-Diffusion Algorithm Designed for Image Edge Detection
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    Chapter 23 Vision-Based Target Objects Recognition and Segmentation for Unmanned Systems Task Allocation
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    Chapter 24 Bayesian Learning of Infinite Asymmetric Gaussian Mixture Models for Background Subtraction
  26. Altmetric Badge
    Chapter 25 Deep Demosaicing for Edge Implementation
  27. Altmetric Badge
    Chapter 26 A Scene-Based Augmented Reality Framework for Exhibits
  28. Altmetric Badge
    Chapter 27 Existence, Uniqueness and Asymptotic Behaviour of Intensity-Based Measures Which Conform to a Generalized Weber’s Model of Perception
  29. Altmetric Badge
    Chapter 28 HMM Based Keyword Spotting System in Printed/Handwritten Arabic/Latin Documents with Identification Stage
  30. Altmetric Badge
    Chapter 29 Emotion Recognition with Spatial Attention and Temporal Softmax Pooling
  31. Altmetric Badge
    Chapter 30 CNN-Based Watershed Marker Extraction for Brick Segmentation in Masonry Walls
  32. Altmetric Badge
    Chapter 31 Improving Person Re-identification by Background Subtraction Using Two-Stream Convolutional Networks
  33. Altmetric Badge
    Chapter 32 Safely Caching HOG Pyramid Feature Levels, to Speed up Facial Landmark Detection
  34. Altmetric Badge
    Chapter 33 Construction and Optimization of Feature Descriptor Based on Dynamic Local Intensity Order Relations of Pixel Group
  35. Altmetric Badge
    Chapter 34 Segmentation of Breast MRI Scans in the Presence of Bias Fields
  36. Altmetric Badge
    Chapter 35 Spatially-Coherent Segmentation Using Hierarchical Gaussian Mixture Reduction Based on Cauchy-Schwarz Divergence
  37. Altmetric Badge
    Chapter 36 Automatic Evaluation of Speech Therapy Exercises Based on Image Data
  38. Altmetric Badge
    Chapter 37 Predicting Structural Properties of Cortical Bone by Combining Ultrasonic Attenuation and an Artificial Neural Network (ANN): 2-D FDTD Study
  39. Altmetric Badge
    Chapter 38 B-line Detection and Localization by Means of Deep Learning: Preliminary In-vitro Results
  40. Altmetric Badge
    Chapter 39 Behavior-Based Compression for Convolutional Neural Networks
  41. Altmetric Badge
    Chapter 40 Unsupervised Deep Shape from Template
  42. Altmetric Badge
    Chapter 41 Strategies for Improving Single-Head Continual Learning Performance
  43. Altmetric Badge
    Chapter 42 Affine Variational Autoencoders
Attention for Chapter 7: Principal Component Analysis Using Structural Similarity Index for Images
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About this Attention Score

  • Average Attention Score compared to outputs of the same age
  • Good Attention Score compared to outputs of the same age and source (71st percentile)

Mentioned by

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6 X users

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mendeley
11 Mendeley
Summary X
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Chapter title
Principal Component Analysis Using Structural Similarity Index for Images
Chapter number 7
Book title
Image Analysis and Recognition
Published in
arXiv, August 2019
DOI 10.1007/978-3-030-27202-9_7
Book ISBNs
978-3-03-027201-2, 978-3-03-027202-9
Authors

Benyamin Ghojogh, Fakhri Karray, Mark Crowley

View on publisher site
X Demographics

X Demographics

The data shown below were collected from the profiles of 6 X users who shared this research output. Click here to find out more about how the information was compiled.
 Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 11 100%

Demographic breakdown

Readers by professional status Count As %
Professor 2 18%
Student > Master 2 18%
Student > Ph. D. Student 1 9%
Student > Doctoral Student 1 9%
Researcher 1 9%
Other 1 9%
Unknown 3 27%
Readers by discipline Count As %
Computer Science 4 36%
Mathematics 1 9%
Earth and Planetary Sciences 1 9%
Engineering 1 9%
Unknown 4 36%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 28 August 2019.
All research outputs
#13,416,706
of 23,153,849 outputs
Outputs from arXiv
#213,324
of 952,328 outputs
Outputs of similar age
#164,681
of 340,357 outputs
Outputs of similar age from arXiv
#7,441
of 28,082 outputs
Altmetric has tracked 23,153,849 research outputs across all sources so far. This one is in the 41st percentile – i.e., 41% of other outputs scored the same or lower than it.
So far Altmetric has tracked 952,328 research outputs from this source. They receive a mean Attention Score of 3.9. This one has done well, scoring higher than 76% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 340,357 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 50% of its contemporaries.
We're also able to compare this research output to 28,082 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 71% of its contemporaries.

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