Subhadeep Koley (শুভদীপ)
I am a final-year Doctor of Philosophy (PhD) candidate, focusing on Computer Vision
and Deep Learning, at
SketchX
Lab of
Centre for Vision, Speech and Signal Processing (CVSSP)
,
University of Surrey
, England, United Kingdom. My primary supervisor is
Prof. Yi-Zhe Song
; co-supervised by
Prof. Tao (Tony) Xiang
.
Prior to this, I worked as a Computer Vision Engineer at
The MathWorks
, specializing in Digital Image Processing, Pattern Recognition, Multi &
Hyperspectral imaging, Deep Learning, and Medical Image Analysis.
Prior to that, I worked as a Graduate Engineer at
Johnson Controls
.
Top-venue Conference publications (July 2024): 14 x CVPR, 1 x ICCV, 2 x ECCV.
Email
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LinkedIn
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GitHub
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Google Scholar
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ORCiD
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DBLP
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Research Interests
My research focus is broadly centred around Deep Learning and its applications in Computer Vision problems. My specific area of interest is deep learning-based visual understanding of hand-drawn sketches. Our research group aims at understanding "how seeing can be explained by drawing".
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Selected Publications
2024
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Professional & Voluntary work
Serving as a reviewer for:
- EURASIP Journal on Image and
Video Processing, Springer, 2021-
- Expert
Systems with Applications, Elsevier, 2021-
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Future Generation Computer Systems, Elsevier, 2020-
- Signal Processing,
Elsevier, 2020-
- Information
Sciences, Elsevier, 2022-
- The Imaging Science Journal,
Taylor & Francis, 2022-
- Frontiers in Computer Science, 2022-
- Cybernetics and Systems, Taylor
& Francis, 2023-
- IEEE
Transactions on Pattern Analysis and Machine Intelligence, 2023-
- IEEE
Transactions on Image Processing, 2023-
- IET Computer
Vision, 2023-
- Multimedia Tools &
Applications, 2024-
- International Journal of Coumputer Visison, 2024-
Serving as a reviewer for CVPR, ICCV, ECCV, BMVC
since 2022.
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