Jani Lainema
Jani Lainema publishes mostly in Computer Vision and Pattern Recognition, Signal Processing and Artificial Intelligence, on topics such as Video Coding and Compression Technologies, Advanced Vision and Imaging and Advanced Data Compression Techniques.
- World rank
- #1,247,165 of 7,710,434 ranked researchers
- Rank in Finland
- #7,559 of 37,370
- Works
- 67
- Citations
- 2.5k
- Citations per work
- 37.4
What does Jani Lainema research?
Jani Lainema's work is mostly in Computer Science (98%), Engineering (1%), Earth and Planetary Sciences (0%).
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 Sciences6799.4%
- Computer Science6697.9%
- Engineering11.0%
- Earth and Planetary Sciences00.5%
- 1Computer Vision and Pattern Recognition70% of their works
- 2Signal Processing26% of their works
- 3Artificial Intelligence2% of their works
- 4Geophysics0% of their works
- 5Control and Systems Engineering0% of their works
- 6Electrical and Electronic Engineering0% of their works
Research topics
Which keywords describe Jani Lainema's research?
The keywords of their largest research topics: Deep Learning, Video Coding, Convolutional Networks, H.264/AVC, High Efficiency Video Coding (HEVC), Unsupervised Learning, Hyperspectral Imaging and Depth Estimation.
- Image Synthesis
- Backpropagation Learning
- Image Quality Assessment
- Image Denoising
- Image
- JPEG2000
- Neural Networks
- Depth Estimation
- Unsupervised Learning
- H.264/AVC
- Video Coding
- Deep Learning
- Convolutional Networks
- High Efficiency Video Coding (HEVC)
- Hyperspectral Imaging
- Stereo Vision
- Generative Adversarial Networks
- Wavelet Compression
- Super-Resolution
- Sparse Representations
- Perceptual Quality
- Image Inpainting
- Self-Organizing Maps
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 23 words, with their numbers
- Deep Learning916 topics
- Video Coding782 topics
- Convolutional Networks692 topics
- H.264/AVC491 topic
- High Efficiency Video Coding (HEVC)491 topic
- Unsupervised Learning452 topics
- Hyperspectral Imaging442 topics
- Depth Estimation421 topic
- Stereo Vision421 topic
- Neural Networks333 topics
- Generative Adversarial Networks302 topics
- JPEG2000291 topic
- Wavelet Compression291 topic
- Image271 topic
- Super-Resolution271 topic
- Image Denoising151 topic
- Sparse Representations151 topic
- Image Quality Assessment141 topic
- Perceptual Quality141 topic
- Backpropagation Learning31 topic
- Image Inpainting31 topic
- Image Synthesis31 topic
- Self-Organizing Maps31 topic
Where does Jani Lainema work?
Jani Lainema's main affiliation in the publication record is Nokia (Finland), Finland.
How many publications and citations does Jani Lainema have?
OpenAlex counts 67 works and 2,508 citations for Jani Lainema, an h-index of 17, ranking #1,247,165 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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.
Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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