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Armin Kappeler
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Video super-resolution with convolutional neural networks
A Kappeler, S Yoo, Q Dai, AK Katsaggelos
IEEE transactions on computational imaging 2 (2), 109-122, 2016
6912016
Image captioning: Transforming objects into words
S Herdade, A Kappeler, K Boakye, J Soares
Advances in neural information processing systems 32, 2019
5292019
Ptychnet: CNN based Fourier ptychography
A Kappeler, S Ghosh, J Holloway, O Cossairt, A Katsaggelos
2017 IEEE International Conference on Image Processing (ICIP), 1712-1716, 2017
772017
Super-resolution of compressed videos using convolutional neural networks
A Kappeler, S Yoo, Q Dai, AK Katsaggelos
2016 IEEE international conference on image processing (ICIP), 1150-1154, 2016
402016
Sparse representation-based multiple frame video super-resolution
Q Dai, S Yoo, A Kappeler, AK Katsaggelos
IEEE Transactions on Image Processing 26 (2), 765-781, 2016
382016
Dictionary-based multiple frame video super-resolution
Q Dai, S Yoo, A Kappeler, AK Katsaggelos
2015 IEEE International Conference on Image Processing (ICIP), 83-87, 2015
312015
Method and system for face recognition using deep collaborative representation-based classification
M Iliadis, A Kappeler, H Wang
US Patent 9,430,697, 2016
212016
Image captioning: transforming objects into words
H Simao, B Kofi, S Joao
Advances in Neural Information Processing Systems. Vancouver 32, 11137-11147, 2019
92019
Visual inspection system for automated detection of particulate matter in flexible medical containers
A Kappeler, AK Katsaggelos, GA Bertos, KA Ashline, NA Zupec
US Patent App. 17/132,812, 2021
72021
Method and apparatus for video sequential alignment
A Kappeler, H Li, M Iliadis, H Wang
US Patent 9,225,879, 2015
62015
Combining deep learning and unsupervised clustering to improve scene recognition performance
A Kappeler, RD Morris, AR Kamat, N Rasiwasia, G Aggarval
2015 IEEE 17th International Workshop on Multimedia Signal Processing (MMSP …, 2015
42015
Block based video alignment with linear time and space complexity
A Kappeler, M Iliadis, H Wang, AK Katsaggelos
2016 IEEE International Conference on Image Processing (ICIP), 3324-3328, 2016
12016
Deep Neural Networks with Applications in Image and Video Classification and Recovery
A Kappeler
Northwestern University, 2016
12016
Automatic digital content captioning using spatial relationships method and apparatus
S Herdade, A Kappeler, K Boakye, JVB Soares
US Patent App. 17/838,345, 2022
2022
Automatic digital content captioning using spatial relationships method and apparatus
S Herdade, A Kappeler, K Boakye, JVB Soares
US Patent 11,361,550, 2022
2022
Visual inspection system for automated detection of particulate matter in flexible medical containers
A Kappeler, AK Katsaggelos, GA Bertos, KA Ashline, NA Zupec
US Patent 10,878,551, 2020
2020
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