Concepedia

Armin Kappeler

AK

Statistics

Publications

6

Citations

925

H-Index

6

Active since

2015

Affiliations

Northwestern University(Current)

Armin Kappeler is an author at Northwestern University specializing in engineering, image analysis, and computer vision.

Top concepts

EngineeringImage AnalysisDeep LearningMachine VisionComputer VisionPattern RecognitionMachine LearningVideo ProcessingLanguageMedicine

Publications per year

2015–2019

6

Publications

6

Video Super-Resolution With Convolutional Neural Networks

Armin Kappeler, Seunghwan Yoo, Qiqin Dai et al. · IEEE Transactions on Computational Imaging · 2016 · 663 citations

Machine Vision, Image Analysis, Machine Learning +12

Image Captioning: Transforming Objects into Words

Simao Herdade, Armin Kappeler, Kofi Boakye et al. · arXiv (Cornell University) · 2019 · 93 citations · Full text

Engineering, Machine Learning, Natural Language Processing +17

Ptychnet: CNN based fourier ptychography

Armin Kappeler, Sushobhan Ghosh, Jason Holloway et al. · 2017 · 66 citations

Convolutional Neural Network, Engineering, Microscopy +17

Super-resolution of compressed videos using convolutional neural networks

Armin Kappeler, Seunghwan Yoo, Qiqin Dai et al. · 2016 · 39 citations

Machine Vision, Machine Learning, Image Analysis +11

Sparse Representation-Based Multiple Frame Video Super-Resolution

Qiqin Dai, Seunghwan Yoo, Armin Kappeler et al. · IEEE Transactions on Image Processing · 2016 · 39 citations

Machine Vision, Image Analysis, Video Sr Algorithms +10

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