Roman Melnyk
Roman Melnyk publishes mostly in Computer Vision and Pattern Recognition, Industrial and Manufacturing Engineering and Global and Planetary Change, on topics such as Industrial Vision Systems and Defect Detection, Image and Object Detection Techniques and Image Processing and 3D Reconstruction.
- World rank
- #1,457,570 of 1,633,909 ranked researchers
- Rank in Ukraine
- #3,067 of 4,000
- Works
- 20
- Citations
- 14
- Citations per work
- 0.7
What does Roman Melnyk 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 Recognition26% of their works
- 2Industrial and Manufacturing Engineering14% of their works
- 3Global and Planetary Change9% of their works
- 4Artificial Intelligence6% of their works
- 5Mechanical Engineering6% of their works
- 6Media Technology6% of their works
Research topics
- Industrial Vision Systems and Defect Detection
- Image and Object Detection Techniques
- Image Processing and 3D Reconstruction
- Image Retrieval and Classification Techniques
- Mineral Processing and Grinding
- Image Processing Techniques and Applications
- Diverse Scientific Research in Ukraine
- Advanced Scientific Research Methods
Which keywords describe Roman Melnyk's research?
The keywords of their largest research topics: Machine Vision, Fabric Defect Detection, Texture Analysis, Hough Transform, Line Detection, Machine Learning, Autofocusing and Climate Change.
- Mathematical Modeling
- Shape Matching
- Mineral Liberation Analysis
- Forest Biodiversity
- Content-Based Image Retrieval
- Climate Change
- Machine Learning
- Hough Transform
- Fabric Defect Detection
- Machine Vision
- Texture Analysis
- Line Detection
- Autofocusing
- Comminution
- Depth Estimation
- Fragmented Objects
- Reconstruction
- 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 18 words, with their numbers
- Machine Vision72 topics
- Fabric Defect Detection51 topic
- Texture Analysis51 topic
- Hough Transform41 topic
- Line Detection41 topic
- Machine Learning42 topics
- Autofocusing21 topic
- Climate Change21 topic
- Comminution21 topic
- Content-Based Image Retrieval21 topic
- Depth Estimation21 topic
- Forest Biodiversity21 topic
- Fragmented Objects21 topic
- Mineral Liberation Analysis21 topic
- Reconstruction21 topic
- Shape Matching21 topic
- Food Production11 topic
- Mathematical Modeling11 topic
Where does Roman Melnyk work?
Roman Melnyk's main affiliation in the publication record is Lviv Polytechnic National University, Ukraine.
How many publications and citations does Roman Melnyk have?
Science Explorer counts 20 works and 14 citations for Roman Melnyk, ranking #1,457,570 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.