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Nonprofit · Melbourne · Australia

Vision Australia

In research, Vision Australia stands highest in Physical Sciences (#16,258 of 21,541 worldwide), over all time.

visionaustralia.orgROR OpenAlex
World rank, all time
#18,379
of 42,892
Rank in Australia
#338
of 656
Research works
363
▼ 5% vs 2013–17
Citations
8.8k
24.3 per fractional work
Top-10% rate
31.7%
record average 16.5%
Open access
28%
world 28%

What is Vision Australia known for in research?

The fields where it stands highest, over all time, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorks
Physical SciencesDomain #16,258 of 21,541 21.4%127

Each strip is that field’s whole ranked pool, with the notch where Vision Australia sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 0.64× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.08× its world share, 0 worksBiochemistry, Geneti…Immunology and Microbiology: 0.11× its world share, 0 worksImmunology and Micro…Neuroscience: 2.90× its world share, 2 worksNeuroscienceChemistry: 0.14× its world share, 0 worksChemistryComputer Science: 2.96× its world share, 9 worksComputer ScienceEarth and Planetary Sciences: 2.22× its world share, 1 worksEarth and Planetary …Engineering: 1.58× its world share, 9 worksEngineeringEnvironmental Science: 1.33× its world share, 3 worksEnvironmental ScienceMaterials Science: 0.12× its world share, 0 worksMaterials ScienceMathematics: 0.24× its world share, 0 worksMathematicsHealth Professions: 0.49× its world share, 0 worksHealth ProfessionsMedicine: 0.97× its world share, 7 worksMedicineNursing: 0.88× its world share, 0 worksNursingArts and Humanities: 0.15× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.27× its world share, 0 worksBusiness, Management…Decision Sciences: 1.34× its world share, 0 worksDecision SciencesPsychology: 1.19× its world share, 1 worksPsychologySocial Sciences: 0.58× its world share, 3 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 3.0×. Every wedge is a field page.

Which keywords describe research at Vision Australia?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Convolutional Neural Networks, Remote Sensing, Neural Networks, Image Processing, Feature Extraction, Visual Impairment and Myopia.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 24 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 24 words, with their numbers
  1. Deep Learning9▲ 6.8×29 topics
  2. Convolutional Neural Networks3▲ 11×9 topics
  3. Machine Learning3▲ 2.0×15 topics
  4. Remote Sensing2▲ 4.9×6 topics
  5. Neural Networks2▲ 3.9×9 topics
  6. Epidemiology2▲ 1.43×8 topics
  7. Climate Change2▲ 2.0×14 topics
  8. Image Processing2▲ 9.9×5 topics
  9. Feature Extraction2▲ 8.3×5 topics
  10. Visual Impairment1▲ 75×2 topics
  11. Classification1▲ 7.3×4 topics
  12. Global Prevalence1▲ 37×1 topic
  13. Myopia1▲ 58×2 topics
  14. Refractive Error1▲ 89×1 topic
  15. Crack Detection1▲ 44×1 topic
  16. Pavement1▲ 44×1 topic
  17. Sensor Networks1▲ 11×2 topics
  18. Transfer Learning1▲ 15×3 topics
  19. Unsupervised Learning1▲ 21×2 topics
  20. Distal Radius Fractures1▲ 48×1 topic
  21. Flexor Tendon Repair1▲ 48×1 topic
  22. Image Analysis1▲ 28×2 topics
  23. Vibration-based Damage Identification1▲ 39×1 topic
  24. Wireless Sensors1▲ 39×1 topic

Which research topics does Vision Australia publish most on?

By volume in 2022–2025: Ophthalmology and Visual Impairment Studies, Infrastructure Maintenance and Monitoring, Orthopedic Surgery and Rehabilitation and Structural Health Monitoring Techniques.

Ophthalmology and Visual…1Ophthalmology and Visual Impairment Studies: 1 fractional worksInfrastructure Maintenan…1Infrastructure Maintenance and Monitoring: 1 fractional worksOrthopedic Surgery and Rehabilitation: 1 fractional worksStructural Health Monito…1Structural Health Monitoring Techniques: 1 fractional worksAdvanced Image and Video…1Advanced Image and Video Retrieval Techniques: 1 fractional worksAdvanced Neural Network Applications: 1 fractional worksRemote-Sensing Image Classification: 1 fractional worksDomain Adaptation and Fe…1Domain Adaptation and Few-Shot Learning: 1 fractional worksMultimodal Machine Learning Applications: 1 fractional worksStructural Engineering and Vibration Analysis: 1 fractional works
EpidemiologyCivil and Structural EngineeringSurgeryComputer Vision and Pattern Recognition2 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Ophthalmology and Visual Impairment Studies Epidemiology 1 works
  2. 2 Infrastructure Maintenance and Monitoring Civil and Structural Engineering 1 works
  3. 3 Orthopedic Surgery and Rehabilitation Surgery 1 works
  4. 4 Structural Health Monitoring Techniques Civil and Structural Engineering 1 works
  5. 5 Advanced Image and Video Retrieval Techniques Computer Vision and Pattern Recognition 1 works
  6. 6 Advanced Neural Network Applications Computer Vision and Pattern Recognition 1 works
  7. 7 Remote-Sensing Image Classification Media Technology 1 works
  8. 8 Domain Adaptation and Few-Shot Learning Artificial Intelligence 1 works
  9. 9 Multimodal Machine Learning Applications Computer Vision and Pattern Recognition 1 works
  10. 10 Structural Engineering and Vibration Analysis Civil and Structural Engineering 1 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available28.2%not open71.8%

World: 28% of research is openly available.

with international co-authors20.2%domestic only79.8%

World: 19% is written across borders.

How has Vision Australia's research output changed?

Output in 2018–2022 was 5% lower than in 2013–2017.

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Melbourne

All research institutions in Melbourne

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.