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Books and Theses
- 2017
[b1]Ionut Cosmin Duta:
Efficient and Effective Solutions for Video Classification. University of Trento, Italy, 2017
Journal Articles
- 2017
- [j3]Ionut C. Duta
, Jasper R. R. Uijlings, Bogdan Ionescu, Kiyoharu Aizawa, Alexander G. Hauptmann, Nicu Sebe:
Efficient human action recognition using histograms of motion gradients and VLAD with descriptor shape information. Multim. Tools Appl. 76(21): 22445-22472 (2017) - 2016
- [j2]Ionut Mironica, Ionut C. Duta, Bogdan Ionescu, Nicu Sebe:
A modified vector of locally aggregated descriptors approach for fast video classification. Multim. Tools Appl. 75(15): 9045-9072 (2016) - 2015
- [j1]Jasper R. R. Uijlings, I. C. Duta, Enver Sangineto, Nicu Sebe:
Video classification with Densely extracted HOG/HOF/MBH features: an evaluation of the accuracy/computational efficiency trade-off. Int. J. Multim. Inf. Retr. 4(1): 33-44 (2015)
Conference and Workshop Papers
- 2021
- [c10]Ionut Cosmin Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu:
Contextual Convolutional Neural Networks. ICCVW 2021: 403-412 - 2020
- [c9]Ionut Cosmin Duta, Li Liu, Fan Zhu, Ling Shao:
Improved Residual Networks for Image and Video Recognition. ICPR 2020: 9415-9422 - 2019
- [c8]Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen, Li Liu, Fan Zhu, Xing Xu, Ling Shao, Heng Tao Shen:
Generative Reconstructive Hashing for Incomplete Video Analysis. ACM Multimedia 2019: 845-854 - 2017
- [c7]Ionut Cosmin Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe:
Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos. CVPR 2017: 3205-3214 - [c6]Ionut C. Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe:
Simple, Efficient and Effective Encodings of Local Deep Features for Video Action Recognition. ICMR 2017: 218-225 - [c5]Ionut C. Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe:
Spatio-Temporal VLAD Encoding for Human Action Recognition in Videos. MMM (1) 2017: 365-378 - 2016
- [c4]Ionut C. Duta, Jasper R. R. Uijlings, Tuan Anh Nguyen, Kiyoharu Aizawa, Alexander G. Hauptmann, Bogdan Ionescu, Nicu Sebe:
Histograms of Motion Gradients for real-time video classification. CBMI 2016: 1-6 - [c3]Ionut C. Duta, Tuan Anh Nguyen, Kiyoharu Aizawa, Bogdan Ionescu, Nicu Sebe:
Boosting VLAD with double assignment using deep features for action recognition in videos. ICPR 2016: 2210-2215 - 2015
- [c2]Ionut Mironica, Ionut Duta, Bogdan Ionescu, Nicu Sebe:
Beyond Bag-of-Words: Fast video classification with Fisher Kernel Vector of Locally Aggregated Descriptors. ICME 2015: 1-6 - 2014
- [c1]Jasper R. R. Uijlings, I. C. Duta, Negar Rostamzadeh, Nicu Sebe:
Realtime Video Classification using Dense HOF/HOG. ICMR 2014: 145
Informal and Other Publications
- 2021
- [i3]Ionut Cosmin Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu:
Contextual Convolutional Neural Networks. CoRR abs/2108.07387 (2021) - 2020
- [i2]Ionut Cosmin Duta, Li Liu, Fan Zhu, Ling Shao:
Improved Residual Networks for Image and Video Recognition. CoRR abs/2004.04989 (2020) - [i1]Ionut Cosmin Duta, Li Liu, Fan Zhu, Ling Shao:
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition. CoRR abs/2006.11538 (2020)
Coauthor Index
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