Juho Kannala

Aalto University

Papers

11

Total Citations

156

H-Index

5

About

No biography available yet.

Research Focus

Computer science11 · 156 citations
Artificial intelligence11 · 156 citations
Computer vision10 · 153 citations
Pattern recognition (psychology)6 · 104 citations
Pixel6 · 97 citations
Image (mathematics)4 · 77 citations
Convolutional neural network5 · 74 citations
Mathematics5 · 72 citations
Artificial neural network4 · 61 citations
Regression2 · 43 citations
Statistics2 · 43 citations
RANSAC3 · 39 citations

Key Achievements

5
H-Index
11
Papers
156
Total Citations
14
Avg Citations/Paper
🏆 Most Cited Paper
Full-Frame Scene Coordinate Regression for Image-Based Localization
38 citations · 2018
📈 Most Prolific Year: 2018 (3 Papers)
🤝 Key Collaborators: 29
🏛 Institutions: Aalto University

Top Papers

  1. 1
    Full-Frame Scene Coordinate Regression for Image-Based Localization
    38 citations · 2018
  2. 2
    Visual Localization via Few-Shot Scene Region Classification
    33 citations · 2022
  3. 3
    Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization
    33 citations · 2019
  4. 4
    HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer
    23 citations · 2024
  5. 5
    MuSHRoom: Multi-Sensor Hybrid Room Dataset for Joint 3D Reconstruction and Novel View Synthesis
    9 citations · 2024
  6. 6
    Hierarchical Scene Coordinate Classification and Regression for Visual Localization
    5 citations · 2020
  7. 7
    Expansion of Visual Hints for Improved Generalization in Stereo Matching
    4 citations · 2023
  8. 8
    Full-Frame Scene Coordinate Regression for Image-Based Localization
    3 citations · 2018
  9. 9
    Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization
    3 citations · 2018
  10. 10
    RealAnt: An Open-Source Low-Cost Quadruped for Research in Real-World Reinforcement Learning.
    3 citations · 2020

Key Collaborators

XLXiaotian Li4 shared papersJYJuha Ylioinas4 shared papersJVJakob Verbeek3 shared papersSWShuzhe Wang3 shared papersYZYixin Zhuang2 shared papersBCBaoquan Chen2 shared papersMPMarc Pollefeys2 shared papersNLNiki Loppi1 shared papersSDSiyan Dong1 shared papersGTGiorgos Tolias1 shared papersWWWenjia Wang1 shared papersYZYi Zhao1 shared papersTTTuuli Tuominen1 shared papersSDSiyan Dong1 shared papersRBRinu Boney1 shared papersXLXiaotian Li1 shared papersDCDingding Cai1 shared papersIMIaroslav Melekhov1 shared papersSWShuzhe Wang1 shared papersEREsa Rahtu1 shared papers
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