Roumiana Kountcheva
Roumiana Kountcheva publishes mostly in Computer Vision and Pattern Recognition, Media Technology and Computational Mathematics, on topics such as Image and Signal Denoising Methods, Advanced Image Fusion Techniques and Advanced Data Compression Techniques.
- World rank
- #1,448,181 of 1,633,909 ranked researchers
- Rank in Bulgaria
- #1,194 of 1,649
- Works
- 29
- Citations
- 19
- Citations per work
- 0.7
What does Roumiana Kountcheva research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition51% of their works
- 2Media Technology20% of their works
- 3Computational Mathematics11% of their works
- 4Signal Processing9% of their works
- 5Radiology, Nuclear Medicine and Imaging3% of their works
- 6Artificial Intelligence3% of their works
Research topics
Which keywords describe Roumiana Kountcheva's research?
The keywords of their largest research topics: Deep Learning, Wavelet Transform, Hyperspectral Imaging, Sparse Representation, Image Denoising, Image Fusion, Multispectral and Sparse Representations.
- Mathematical Modeling
- Super-Resolution
- Independent Component Analysis
- Image
- Wavelet Compression
- Multilinear Algebra
- Sparse Representations
- Image Fusion
- Sparse Representation
- Wavelet Transform
- Deep Learning
- Hyperspectral Imaging
- Image Denoising
- Multispectral
- JPEG2000
- Tensor Decomposition
- Blind Separation
- Image Segmentation
- Medical Image Analysis
- Food Production
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
- Deep Learning144 topics
- Wavelet Transform122 topics
- Hyperspectral Imaging102 topics
- Sparse Representation103 topics
- Image Denoising61 topic
- Image Fusion61 topic
- Multispectral61 topic
- Sparse Representations61 topic
- JPEG200041 topic
- Multilinear Algebra41 topic
- Tensor Decomposition41 topic
- Wavelet Compression41 topic
- Blind Separation21 topic
- Image21 topic
- Image Segmentation21 topic
- Independent Component Analysis21 topic
- Medical Image Analysis21 topic
- Super-Resolution21 topic
- Food Production11 topic
- Mathematical Modeling11 topic
Where does Roumiana Kountcheva work?
Roumiana Kountcheva's main affiliation in the publication record is Technical University of Sofia, Bulgaria.
How many publications and citations does Roumiana Kountcheva have?
Science Explorer counts 29 works and 19 citations for Roumiana Kountcheva, ranking #1,448,181 of 1,633,909 researchers worldwide on the composite 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.