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Computer Vision – ECCV 2016

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Cover of 'Computer Vision – ECCV 2016'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples
  3. Altmetric Badge
    Chapter 2 SSD: Single Shot MultiBox Detector
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    Chapter 3 A Recurrent Encoder-Decoder Network for Sequential Face Alignment
  5. Altmetric Badge
    Chapter 4 Robust Facial Landmark Detection via Recurrent Attentive-Refinement Networks
  6. Altmetric Badge
    Chapter 5 Learning to Refine Object Segments
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    Chapter 6 Deep Automatic Portrait Matting
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    Chapter 7 Segmentation from Natural Language Expressions
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    Chapter 8 Semantic Object Parsing with Graph LSTM
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    Chapter 9 SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation
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    Chapter 10 Towards Viewpoint Invariant 3D Human Pose Estimation
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    Chapter 11 Person Re-Identification by Unsupervised \(\ell _1\) Graph Learning
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    Chapter 12 Deep Learning the City: Quantifying Urban Perception at a Global Scale
  14. Altmetric Badge
    Chapter 13 Computer Vision – ECCV 2016
  15. Altmetric Badge
    Chapter 14 Eigen Appearance Maps of Dynamic Shapes
  16. Altmetric Badge
    Chapter 15 Learnable Histogram: Statistical Context Features for Deep Neural Networks
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    Chapter 16 Pedestrian Behavior Understanding and Prediction with Deep Neural Networks
  18. Altmetric Badge
    Chapter 17 Real-Time RGB-D Activity Prediction by Soft Regression
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    Chapter 18 A 3D Morphable Eye Region Model for Gaze Estimation
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    Chapter 19 Foreground Segmentation via Dynamic Tree-Structured Sparse RPCA
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    Chapter 20 Contextual Priming and Feedback for Faster R-CNN
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    Chapter 21 Efficient Multi-view Surface Refinement with Adaptive Resolution Control
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    Chapter 22 Gaussian Process Density Counting from Weak Supervision
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    Chapter 23 Region-Based Semantic Segmentation with End-to-End Training
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    Chapter 24 Fast 6D Pose Estimation from a Monocular Image Using Hierarchical Pose Trees
  26. Altmetric Badge
    Chapter 25 Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering
  27. Altmetric Badge
    Chapter 26 A Software Platform for Manipulating the Camera Imaging Pipeline
  28. Altmetric Badge
    Chapter 27 A Benchmark and Simulator for UAV Tracking
  29. Altmetric Badge
    Chapter 28 Scene Depth Profiling Using Helmholtz Stereopsis
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    Chapter 29 Projective Bundle Adjustment from Arbitrary Initialization Using the Variable Projection Method
  31. Altmetric Badge
    Chapter 30 Localizing and Orienting Street Views Using Overhead Imagery
  32. Altmetric Badge
    Chapter 31 Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding
  33. Altmetric Badge
    Chapter 32 Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification
  34. Altmetric Badge
    Chapter 33 DOC: Deep OCclusion Estimation from a Single Image
  35. Altmetric Badge
    Chapter 34 RepMatch: Robust Feature Matching and Pose for Reconstructing Modern Cities
  36. Altmetric Badge
    Chapter 35 Convolutional Oriented Boundaries
  37. Altmetric Badge
    Chapter 36 Superpixel Convolutional Networks Using Bilateral Inceptions
  38. Altmetric Badge
    Chapter 37 Sublabel-Accurate Convex Relaxation of Vectorial Multilabel Energies
  39. Altmetric Badge
    Chapter 38 Building Dual-Domain Representations for Compression Artifacts Reduction
  40. Altmetric Badge
    Chapter 39 Geometric Neural Phrase Pooling: Modeling the Spatial Co-occurrence of Neurons
  41. Altmetric Badge
    Chapter 40 Photo Aesthetics Ranking Network with Attributes and Content Adaptation
  42. Altmetric Badge
    Chapter 41 SDF-2-SDF: Highly Accurate 3D Object Reconstruction
  43. Altmetric Badge
    Chapter 42 Knowledge Transfer for Scene-Specific Motion Prediction
  44. Altmetric Badge
    Chapter 43 Weakly Supervised Localization Using Deep Feature Maps
  45. Altmetric Badge
    Chapter 44 Embedding Deep Metric for Person Re-identification: A Study Against Large Variations
  46. Altmetric Badge
    Chapter 45 Learning to Track at 100 FPS with Deep Regression Networks
  47. Altmetric Badge
    Chapter 46 Matching Handwritten Document Images
  48. Altmetric Badge
    Chapter 47 Semantic Clustering for Robust Fine-Grained Scene Recognition
  49. Altmetric Badge
    Chapter 48 Ambient Sound Provides Supervision for Visual Learning
  50. Altmetric Badge
    Chapter 49 Grounding of Textual Phrases in Images by Reconstruction
  51. Altmetric Badge
    Chapter 50 Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations
  52. Altmetric Badge
    Chapter 51 Visual Relationship Detection with Language Priors
Attention for Chapter 2: SSD: Single Shot MultiBox Detector
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (98th percentile)
  • High Attention Score compared to outputs of the same age and source (99th percentile)

Mentioned by

2 news outlets
2 blogs
74 tweeters
17 patents
1 Wikipedia page
15 Google+ users
1 Redditor
1 video uploader


58 Dimensions

Readers on

9588 Mendeley
2 CiteULike
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Chapter title
SSD: Single Shot MultiBox Detector
Chapter number 2
Book title
Computer Vision – ECCV 2016
Published in
arXiv, September 2016
DOI 10.1007/978-3-319-46448-0_2
Book ISBNs
978-3-31-946447-3, 978-3-31-946448-0

Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, Alexander C. Berg


Bastian Leibe, Jiri Matas, Nicu Sebe, Max Welling

Twitter Demographics

The data shown below were collected from the profiles of 74 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 9,588 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
China 10 <1%
United States 5 <1%
Japan 4 <1%
Russia 4 <1%
Turkey 3 <1%
Australia 3 <1%
Spain 2 <1%
Israel 2 <1%
Germany 2 <1%
Other 9 <1%
Unknown 9544 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 2207 23%
Student > Ph. D. Student 1596 17%
Student > Bachelor 1139 12%
Researcher 1072 11%
Other 447 5%
Other 934 10%
Unknown 2193 23%
Readers by discipline Count As %
Computer Science 4608 48%
Engineering 1825 19%
Mathematics 114 1%
Agricultural and Biological Sciences 99 1%
Physics and Astronomy 98 1%
Other 413 4%
Unknown 2431 25%

Attention Score in Context

This research output has an Altmetric Attention Score of 107. 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 16 April 2021.
All research outputs
of 17,659,963 outputs
Outputs from arXiv
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Outputs of similar age
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Outputs of similar age from arXiv
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Altmetric has tracked 17,659,963 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 98th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 707,355 research outputs from this source. They receive a mean Attention Score of 3.9. This one has done particularly well, scoring higher than 99% 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 375,312 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 98% of its contemporaries.
We're also able to compare this research output to 15,097 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 99% of its contemporaries.