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SuperNCN: Neighbourhood consensus network for robust outdoor scenes matching

Dec 10, 2019
Grzegorz Kurzejamski, Jacek Komorowski, Lukasz Dabala, Konrad Czarnota, Simon Lynen, Tomasz Trzcinski


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Late fusion of deep learning and hand-crafted features for Achilles tendon healing monitoring

Sep 11, 2019
Norbert Kapinski, Jedrzej M. Nowosielski, Maciej E. Marchwiany, Jakub Zielinski, Beata Ciszkowska-Lyson, Bartosz A. Borucki, Tomasz Trzcinski, Krzysztof S. Nowinski

* Paper accepted to MICCAI'19 MSKI workshop 

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Monitoring Achilles tendon healing progress in ultrasound imaging with convolutional neural networks

Sep 11, 2019
Piotr Woznicki, Przemyslaw Przybyszewski, Norbert Kapinski, Jakub Zielinski, Beata Ciszkowska-Lyson, Bartosz A. Borucki, Tomasz Trzcinski, Krzysztof S. Nowinski

* Paper accepted to MICCAI'19 SUSI workshop 

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Plugin Networks for Inference under Partial Evidence

Jan 02, 2019
Michal Koperski, Tomasz Konopczynski, Piotr Semberecki, Tomasz Trzcinski


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BinGAN: Learning Compact Binary Descriptors with a Regularized GAN

Nov 06, 2018
Maciej Zieba, Piotr Semberecki, Tarek El-Gaaly, Tomasz Trzcinski

* Paper accepted to NIPS 2018 

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I Know How You Feel: Emotion Recognition with Facial Landmarks

Oct 23, 2018
Ivona Tautkute, Tomasz Trzcinski, Adam Bielski

* CVPRW 2018, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2018 

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Classifying and Visualizing Emotions with Emotional DAN

Oct 23, 2018
Ivona Tautkute, Tomasz Trzcinski

* Under review at Special Issue on Deep Neural Networks for Digital Media Algorithms, Fundamenta Informaticae. arXiv admin note: text overlap with arXiv:1805.00326 

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Siamese Generative Adversarial Privatizer for Biometric Data

Oct 08, 2018
Witold Oleszkiewicz, Peter Kairouz, Karol Piczak, Ram Rajagopal, Tomasz Trzcinski

* Paper accepted to ACCV 2018 (Asian Conference on Computer Vision) 

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Aggregation of binary feature descriptors for compact scene model representation in large scale structure-from-motion applications

Sep 28, 2018
Jacek Komorowski, Tomasz Trzcinski


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SConE: Siamese Constellation Embedding Descriptor for Image Matching

Sep 28, 2018
Tomasz Trzcinski, Jacek Komorowski, Lukasz Dabala, Konrad Czarnota, Grzegorz Kurzejamski, Simon Lynen


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Interest point detectors stability evaluation on ApolloScape dataset

Sep 28, 2018
Jacek Komorowski, Konrad Czarnota, Tomasz Trzcinski, Lukasz Dabala, Simon Lynen


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Estimating Achilles tendon healing progress with convolutional neural networks

Jun 19, 2018
Norbert Kapinski, Jakub Zielinski, Bartosz A. Borucki, Tomasz Trzcinski, Beata Ciszkowska-Lyson, Krzysztof S. Nowinski

* Paper accepted to MICCAI'18 

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Extracting textual overlays from social media videos using neural networks

May 01, 2018
Adam Słucki, Tomasz Trzcinski, Adam Bielski, Paweł Cyrta

* International Conference on Computer Vision and Graphics (ICCVG) 2018 

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Pay Attention to Virality: understanding popularity of social media videos with the attention mechanism

Apr 26, 2018
Adam Bielski, Tomasz Trzcinski

* Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVPR 2018 workshop on Visual Understanding of Subjective Attributes of Data (V-USAD) 

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SocialML: machine learning for social media video creators

Jan 25, 2018
Tomasz Trzcinski, Adam Bielski, Paweł Cyrta, Matthew Zak

* 2pages, 6 figures 

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DeepStyle: Multimodal Search Engine for Fashion and Interior Design

Jan 08, 2018
Ivona Tautkute, Tomasz Trzcinski, Aleksander Skorupa, Lukasz Brocki, Krzysztof Marasek

* Submitted to IEEE Transactions on Multimedia. arXiv admin note: text overlap with arXiv:1707.06907 

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Deep Alignment Network: A convolutional neural network for robust face alignment

Aug 10, 2017
Marek Kowalski, Jacek Naruniec, Tomasz Trzcinski

* IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) 2017 

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Random Binary Trees for Approximate Nearest Neighbour Search in Binary Space

Aug 09, 2017
Michal Komorowski, Tomasz Trzcinski


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Understanding Aesthetics in Photography using Deep Convolutional Neural Networks

Aug 08, 2017
Maciej Suchecki, Tomasz Trzcinski


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Evaluation of Hashing Methods Performance on Binary Feature Descriptors

Jul 21, 2017
Jacek Komorowski, Tomasz Trzcinski


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Recurrent Neural Networks for Online Video Popularity Prediction

Jul 21, 2017
Tomasz Trzcinski, Pawel Andruszkiewicz, Tomasz Bochenski, Przemyslaw Rokita


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Shallow reading with Deep Learning: Predicting popularity of online content using only its title

Jul 21, 2017
Wociech Stokowiec, Tomasz Trzcinski, Krzysztof Wolk, Krzysztof Marasek, Przemyslaw Rokita


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Predicting popularity of online videos using Support Vector Regression

May 12, 2017
Tomasz Trzcinski, Przemyslaw Rokita

* Transactions on Multimedia, 2017 

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