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Computer Vision, Pattern Recognition, Image Processing, and Graphics

Overview of attention for book
Cover of 'Computer Vision, Pattern Recognition, Image Processing, and Graphics'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Visual Odometry Based Omni-directional Hyperlapse
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    Chapter 2 Classification of Human Actions Using 3-D Convolutional Neural Networks: A Hierarchical Approach
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    Chapter 3 SmartTennisTV: Automatic Indexing of Tennis Videos
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    Chapter 4 Flow-Free Video Object Segmentation
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    Chapter 5 SSIM-Based Joint Bit-Allocation Using Frame Model Parameters for 3D Video Coding
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    Chapter 6 Trajectory Based Integrated Features for Action Classification from Depth Data
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    Chapter 7 Anomaly from Motion: Unsupervised Extraction of Visual Irregularity via Motion Prediction
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    Chapter 8 Recognizing Human Activities in Videos Using Improved Dense Trajectories over LSTM
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    Chapter 9 Saliency Driven Video Motion Magnification
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    Chapter 10 Detecting Missed and Anomalous Action Segments Using Approximate String Matching Algorithm
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    Chapter 11 Parametric Reshaping of Humans in Videos Incorporating Motion Retargeting
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    Chapter 12 Enhanced Aggregated Channel Features Detector for Pedestrian Detection Using Parameter Optimisation and Deep Features
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    Chapter 13 Unsupervised Segmentation of Speech Signals Using Kernel-Gram Matrices
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    Chapter 14 Design of Biorthogonal Wavelet Filters of DTCWT Using Factorization of Halfband Polynomials
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    Chapter 15 Single Noisy Image Super Resolution by Minimizing Nuclear Norm in Virtual Sparse Domain
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    Chapter 16 Near Real-Time Correction of Specular Reflections in Flash Images Using No-Flash Image Prior
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    Chapter 17 A Method for Detecting JPEG Anti-forensics
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    Chapter 18 An End-to-End Deep Learning Framework for Super-Resolution Based Inpainting
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    Chapter 19 Saliency Map Improvement Using Edge-Aware Filtering
  21. Altmetric Badge
    Chapter 20 A Generative Adversarial Network for Tone Mapping HDR Images
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    Chapter 21 Efficient Clustering-Based Noise Covariance Estimation for Maximum Noise Fraction
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    Chapter 22 GMM Based Single Depth Image Super-Resolution
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    Chapter 23 Patch Similarity in Transform Domain for Intensity/Range Image Denoising with Edge Preservation
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    Chapter 24 Multi-modal Image Analysis for Plant Stress Phenotyping
  26. Altmetric Badge
    Chapter 25 Source Classification Using Document Images from Smartphones and Flatbed Scanners
  27. Altmetric Badge
    Chapter 26 Homomorphic Incremental Directional Averaging for Noise Suppression in SAR Images
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    Chapter 27 An EEG-Based Image Annotation System
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    Chapter 28 Multimodal Registration of Retinal Images
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    Chapter 29 Dynamic Class Learning Approach for Smart CBIR
  31. Altmetric Badge
    Chapter 30 Exploring Memory and Time Efficient Neural Networks for Image Captioning
  32. Altmetric Badge
    Chapter 31 Dataset Augmentation with Synthetic Images Improves Semantic Segmentation
  33. Altmetric Badge
    Chapter 32 Deep Neural Network for Foreground Object Segmentation: An Unsupervised Approach
  34. Altmetric Badge
    Chapter 33 Document Image Segmentation Using Deep Features
  35. Altmetric Badge
    Chapter 34 MKL Based Local Label Diffusion for Automatic Image Annotation
  36. Altmetric Badge
    Chapter 35 Semantic Multinomial Representation for Scene Images Using CNN-Based Pseudo-concepts and Concept Neural Network
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    Chapter 36 Automatic Synthesis of Boolean Expression and Error Detection from Logic Circuit Sketches
  38. Altmetric Badge
    Chapter 37 Comparison of Edge Detection Algorithms in the Framework of Despeckling Carotid Ultrasound Images Based on Bayesian Estimation Approach
  39. Altmetric Badge
    Chapter 38 A Two Stage Contour Evolution Approach for the Measurement of Choroid Thickness in EDI-OCT Images
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    Chapter 39 Improved Low Resolution Heterogeneous Face Recognition Using Re-ranking
  41. Altmetric Badge
    Chapter 40 Description Based Person Identification: Use of Clothes Color and Type
  42. Altmetric Badge
    Chapter 41 Towards Accurate Handwritten Word Recognition for Hindi and Bangla
  43. Altmetric Badge
    Chapter 42 NrityaGuru : A Dance Tutoring System for Bharatanatyam Using Kinect
  44. Altmetric Badge
    Chapter 43 Automated Translation of Human Postures from Kinect Data to Labanotation
  45. Altmetric Badge
    Chapter 44 Emotion Based Categorization of Music Using Low Level Features and Agglomerative Clustering
  46. Altmetric Badge
    Chapter 45 Transfer Learning by Finetuning Pretrained CNNs Entirely with Synthetic Images
  47. Altmetric Badge
    Chapter 46 Detection of Coal Seam Fires in Summer Seasons from Landsat 8 OLI/TIRS in Dhanbad
  48. Altmetric Badge
    Chapter 47 Classification of Indian Monuments into Architectural Styles
  49. Altmetric Badge
    Chapter 48 Predicting Word from Brain Activity Using Joint Sparse Embedding with Domain Adaptation
Attention for Chapter 31: Dataset Augmentation with Synthetic Images Improves Semantic Segmentation
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • Good Attention Score compared to outputs of the same age (77th percentile)
  • High Attention Score compared to outputs of the same age and source (92nd percentile)

Mentioned by

11 tweeters
1 patent
2 Facebook pages


4 Dimensions

Readers on

52 Mendeley
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Chapter title
Dataset Augmentation with Synthetic Images Improves Semantic Segmentation
Chapter number 31
Book title
Computer Vision, Pattern Recognition, Image Processing, and Graphics
Published in
arXiv, April 2018
DOI 10.1007/978-981-13-0020-2_31
Book ISBNs
978-9-81-130019-6, 978-9-81-130020-2

Param Rajpura, Manik Goyal, Ravi Hegde, Hristo Bojinov

Twitter Demographics

The data shown below were collected from the profiles of 11 tweeters 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 52 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 52 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 13 25%
Student > Ph. D. Student 11 21%
Researcher 8 15%
Student > Bachelor 6 12%
Other 4 8%
Other 6 12%
Unknown 4 8%
Readers by discipline Count As %
Computer Science 32 62%
Engineering 10 19%
Agricultural and Biological Sciences 1 2%
Biochemistry, Genetics and Molecular Biology 1 2%
Physics and Astronomy 1 2%
Other 2 4%
Unknown 5 10%

Attention Score in Context

This research output has an Altmetric Attention Score of 8. 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 27 February 2020.
All research outputs
of 17,067,437 outputs
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Altmetric has tracked 17,067,437 research outputs across all sources so far. Compared to these this one has done well and is in the 82nd percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 679,566 research outputs from this source. They receive a mean Attention Score of 3.8. This one has done particularly well, scoring higher than 90% 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 278,713 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 77% of its contemporaries.
We're also able to compare this research output to 20,465 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 92% of its contemporaries.