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Image Analysis

Overview of attention for book
Cover of 'Image Analysis'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Utilizing Transformers on OCT Imagery and Metadata for Treatment Response Prediction in Macular Edema Patients
  3. Altmetric Badge
    Chapter 2 Prototype Softmax Cross Entropy: A New Perspective on Softmax Cross Entropy
  4. Altmetric Badge
    Chapter 3 Evidential Deep Learning for Class-Incremental Semantic Segmentation
  5. Altmetric Badge
    Chapter 4 Synthesizing Hard Training Data from Latent Hierarchical Representations
  6. Altmetric Badge
    Chapter 5 Rigidity Preserving Image Transformations and Equivariance in Perspective
  7. Altmetric Badge
    Chapter 6 Tangent Phylogenetic PCA
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    Chapter 7 Deep Simplex Classifier for Maximizing the Margin in Both Euclidean and Angular Spaces
  9. Altmetric Badge
    Chapter 8 Impact of Image Blur on Classification and Augmentation of Deep Convolutional Networks
  10. Altmetric Badge
    Chapter 9 Gradient Adjusting Networks for Domain Inversion
  11. Altmetric Badge
    Chapter 10 From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning
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    Chapter 11 ConvMix: Combining Intermediate Latent Features in Deep Convolutional Neural Networks
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    Chapter 12 Fully Variational Noise-Contrastive Estimation
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    Chapter 13 An Analysis of Spatial-Spectral Dependence in Hyperspectral Autoencoders
  15. Altmetric Badge
    Chapter 14 ConvSegFormer - A Convolution Aided SegFormer Architecture for Detection of Discontinuities in Wrapped Interferometric Phase Imagery of Sea Ice
  16. Altmetric Badge
    Chapter 15 Introducing Spatial Context in Patch-Based Deep Learning for Semantic Segmentation in Whole Body MRI
  17. Altmetric Badge
    Chapter 16 Learning to Pay Attention by Paying Attention
  18. Altmetric Badge
    Chapter 17 Correl-Net: Defect Segmentation in Old Films Using Correlation Networks
  19. Altmetric Badge
    Chapter 18 Non-negative Spherical Relaxations for Universe-Free Multi-matching and Clustering
  20. Altmetric Badge
    Chapter 19 A Function Space Perspective on Stochastic Shape Evolution
  21. Altmetric Badge
    Chapter 20 Systematic Augmentation in HSV Space for Semantic Segmentation of Prostate Biopsies
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    Chapter 21 Out-of-Distribution Detection for Adaptive Computer Vision
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    Chapter 22 TAU-Indoors Dataset for Visual and LiDAR Place Recognition
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    Chapter 23 Pose Constraints for Consistent Self-supervised Monocular Depth and Ego-Motion
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    Chapter 24 Varied Realistic Autonomous Vehicle Collision Scenario Generation
  26. Altmetric Badge
    Chapter 25 Vessel Bearing Estimation Using Visible and Thermal Imaging
  27. Altmetric Badge
    Chapter 26 Learnable Eulerian Dynamics for Micro-Expression Action Unit Detection
  28. Altmetric Badge
    Chapter 27 Single-Stage 3D Pose Estimation of Vulnerable Road Users Using Pseudo-Labels
  29. Altmetric Badge
    Chapter 28 TAPE: Temporal Attention-Based Probabilistic Human Pose and Shape Estimation
  30. Altmetric Badge
    Chapter 29 ID2image: Leakage of Non-ID Information into Face Descriptors and Inversion from Descriptors to Images
  31. Altmetric Badge
    Chapter 30 Robust and Accurate Cylinder Triangulation
  32. Altmetric Badge
    Chapter 31 MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation
  33. Altmetric Badge
    Chapter 32 The Multi-view Geometry of Parallel Cylinders
  34. Altmetric Badge
    Chapter 33 Exploiting Redundancy for Large Scale Bundle Adjustment: In Partial Defense of Minimization by Alternation
  35. Altmetric Badge
    Chapter 34 Learning to Estimate Two Dense Depths from LiDAR and Event Data
  36. Altmetric Badge
    Chapter 35 Polarimetric Underwater Stereo
  37. Altmetric Badge
    Chapter 36 BS3D: Building-Scale 3D Reconstruction from RGB-D Images
  38. Altmetric Badge
    Chapter 37 Detection and Pose Estimation of Flat, Texture-Less Industry Objects on HoloLens Using Synthetic Training
  39. Altmetric Badge
    Chapter 38 Assessing the Feasibility of Remote Photoplethysmography Through Videocalls: A Study of Network and Computing Constraints
  40. Altmetric Badge
    Chapter 39 Anchor-ReID: A Test Time Adaptation for Person Re-identification
Attention for Chapter 21: Out-of-Distribution Detection for Adaptive Computer Vision
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About this Attention Score

  • Above-average Attention Score compared to outputs of the same age (61st percentile)
  • High Attention Score compared to outputs of the same age and source (81st percentile)

Mentioned by

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7 X users

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mendeley
2 Mendeley
Summary X
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Chapter title
Out-of-Distribution Detection for Adaptive Computer Vision
Chapter number 21
Book title
Image Analysis
Published in
arXiv, January 2023
DOI 10.1007/978-3-031-31438-4_21
Book ISBNs
978-3-03-131437-7, 978-3-03-131438-4
Authors

Kristoffersson Lind, Simon, Triebel, Rudolph, Nardi, Luigi, Krueger, Volker, Simon Kristoffersson Lind, Rudolph Triebel, Luigi Nardi, Volker Krueger

View on publisher site
X Demographics

X Demographics

The data shown below were collected from the profiles of 7 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 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 1 50%
Unknown 1 50%
Readers by discipline Count As %
Computer Science 1 50%
Unknown 1 50%
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 18 May 2023.
All research outputs
#13,798,575
of 24,093,053 outputs
Outputs from arXiv
#204,377
of 1,018,817 outputs
Outputs of similar age
#167,670
of 442,089 outputs
Outputs of similar age from arXiv
#6,284
of 36,466 outputs
Altmetric has tracked 24,093,053 research outputs across all sources so far. This one is in the 42nd percentile – i.e., 42% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,018,817 research outputs from this source. They receive a mean Attention Score of 4.0. This one has done well, scoring higher than 78% 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 442,089 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 61% of its contemporaries.
We're also able to compare this research output to 36,466 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 81% of its contemporaries.

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