Janne Heikkilä
Janne Heikkilä publishes mostly in Computer Vision and Pattern Recognition, Media Technology and Aerospace Engineering, on topics such as Advanced Vision and Imaging, Image Processing Techniques and Applications and Advanced Image and Video Retrieval Techniques.
- World rank
- #281,795 of 7,710,434 ranked researchers
- Rank in Finland
- #1,605 of 37,370
- Works
- 251
- Citations
- 10k
- Citations per work
- 40.8
What does Janne Heikkilä research?
Janne Heikkilä's work is mostly in Computer Science (61%), Engineering (16%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences19377.0%
- Computer Science15260.7%
- Engineering4116.3%
- Everything else5823.0%
- 1Computer Vision and Pattern Recognition52% of their works
- 2Media Technology10% of their works
- 3Aerospace Engineering6% of their works
- 4Artificial Intelligence3% of their works
- 5Signal Processing3% of their works
- 6Computer Graphics and Computer-Aided Design3% of their works
Research topics
- Advanced Vision and Imaging
- Image Processing Techniques and Applications
- Advanced Image and Video Retrieval Techniques
- Robotics and Sensor-Based Localization
- Optical measurement and interference techniques
- Advanced Image Processing Techniques
- Image Retrieval and Classification Techniques
- Video Analysis and Summarization
Which keywords describe Janne Heikkilä's research?
The keywords of their largest research topics: Depth Estimation, Convolutional Networks, Neural Networks, Optical Flow, Stereo Vision, Deep Learning, Autofocusing and Microscopy.
- Video Summarization
- Shape Matching
- Super-Resolution
- Image
- SLAM
- Local Descriptors
- Microscopy
- Deep Learning
- Optical Flow
- Convolutional Networks
- Depth Estimation
- Neural Networks
- Stereo Vision
- Autofocusing
- Feature Matching
- 3D Mapping
- Camera Calibration
- Structured Light
- Content-Based Image Retrieval
- Content-Based Retrieval
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 20 words, with their numbers
- Depth Estimation1522 topics
- Convolutional Networks1212 topics
- Neural Networks952 topics
- Optical Flow891 topic
- Stereo Vision891 topic
- Deep Learning822 topics
- Autofocusing631 topic
- Microscopy631 topic
- Feature Matching501 topic
- Local Descriptors501 topic
- 3D Mapping371 topic
- SLAM371 topic
- Camera Calibration321 topic
- Image321 topic
- Structured Light321 topic
- Super-Resolution321 topic
- Content-Based Image Retrieval271 topic
- Shape Matching271 topic
- Content-Based Retrieval181 topic
- Video Summarization181 topic
Where does Janne Heikkilä work?
Janne Heikkilä's main affiliation in the publication record is University of Oulu, Finland.
How many publications and citations does Janne Heikkilä have?
OpenAlex counts 251 works and 10,236 citations for Janne Heikkilä, an h-index of 40, ranking #281,795 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
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