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Analytic Simplification of Neural Network based Intra-Prediction Modes for Video Compression

Apr 23, 2020
Maria Santamaria, Saverio Blasi, Ebroul Izquierdo, Marta Mrak

* To apper in IEEE ICMEW 2020 

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Estimation of Rate Control Parameters for Video Coding Using CNN

Mar 13, 2020
Maria Santamaria, Ebroul Izquierdo, Saverio Blasi, Marta Mrak

* IEEE International Conference on Visual Communications and Image Processing (VCIP 2018), Taichung, Taiwan, 9 -12 December 2018 
* 5 pages, 5 figures, 4 tables 

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Advanced Super-Resolution using Lossless Pooling Convolutional Networks

Dec 14, 2018
Farzad Toutounchi, Ebroul Izquierdo

* Accepted paper: 2019 IEEE Winter Conference on Applications of Computer Vision 

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Convolutional Neural Networks for Video Quality Assessment

Sep 26, 2018
Michalis Giannopoulos, Grigorios Tsagkatakis, Saverio Blasi, Farzad Toutounchi, Athanasios Mouchtaris, Panagiotis Tsakalides, Marta Mrak, Ebroul Izquierdo

* Number of Pages: 12, Number of Figures: 17, Submitted to: Signal Processing: Image Communication (Elsevier) 

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Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning

Oct 04, 2017
Dongyu Zhang, Liang Lin, Tianshui Chen, Xian Wu, Wenwei Tan, Ebroul Izquierdo

* Published in TIP 2017 

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Deep Co-Space: Sample Mining Across Feature Transformation for Semi-Supervised Learning

Jul 28, 2017
Ziliang Chen, Keze Wang, Xiao Wang, Pai Peng, Ebroul Izquierdo, Liang Lin

* To appear in IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2017 

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CUNet: A Compact Unsupervised Network for Image Classification

Jul 06, 2016
Le Dong, Ling He, Gaipeng Kong, Qianni Zhang, Xiaochun Cao, Ebroul Izquierdo

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Approximated Robust Principal Component Analysis for Improved General Scene Background Subtraction

Mar 18, 2016
Salehe Erfanian Ebadi, Valia Guerra Ones, Ebroul Izquierdo

* arXiv admin note: text overlap with arXiv:1511.01245 by other authors 

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Reflection Invariance: an important consideration of image orientation

Jun 08, 2015
Craig Henderson, Ebroul Izquierdo

* 7 pages, 4 figures, 2 tables 

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