Search Results for author: Ionut Cosmin Duta

Found 4 papers, 3 papers with code

Contextual Convolutional Neural Networks

1 code implementation17 Aug 2021 Ionut Cosmin Duta, Mariana Iuliana Georgescu, Radu Tudor Ionescu

On the one hand, we integrate CoConv in the widely-used residual networks and show improved recognition performance over baselines on the core tasks and benchmarks for visual recognition, namely image classification on the ImageNet data set and object detection on the MS COCO data set.

Generative Adversarial Network Image Classification +3

Improved Residual Networks for Image and Video Recognition

2 code implementations10 Apr 2020 Ionut Cosmin Duta, Li Liu, Fan Zhu, Ling Shao

We successfully train a 404-layer deep CNN on the ImageNet dataset and a 3002-layer network on CIFAR-10 and CIFAR-100, while the baseline is not able to converge at such extreme depths.

Action Recognition Image Classification +4

Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos

no code implementations CVPR 2017 Ionut Cosmin Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe

The proposed method addresses an important problem of video understanding: how to build a video representation that incorporates the CNN features over the entire video.

Action Recognition In Videos Temporal Action Localization +1

Cannot find the paper you are looking for? You can Submit a new open access paper.