Search Results for author: Hossein Mousavi

Found 6 papers, 0 papers with code

Predictive Coding Networks Meet Action Recognition

no code implementations22 Oct 2019 Xia Huang, Hossein Mousavi, Gemma Roig

In this way, the model only relies on the video frames, and does not need pre-processed optical flows as input.

Action Recognition Optical Flow Estimation

Efficient Convolutional Neural Network with Binary Quantization Layer

no code implementations21 Nov 2016 Mahdyar Ravanbakhsh, Hossein Mousavi, Moin Nabi, Lucio Marcenaro, Carlo Regazzoni

We use binary encoding of CNN features to overcome the difficulty of the clustering on the high-dimensional CNN feature space.

Clustering Image Segmentation +3

Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection

no code implementations2 Oct 2016 Mahdyar Ravanbakhsh, Moin Nabi, Hossein Mousavi, Enver Sangineto, Nicu Sebe

In this paper, we show that keeping track of the changes in the CNN feature across time can facilitate capturing the local abnormality.

Anomaly Detection Event Detection +1

CNN-aware Binary Map for General Semantic Segmentation

no code implementations29 Sep 2016 Mahdyar Ravanbakhsh, Hossein Mousavi, Moin Nabi, Mohammad Rastegari, Carlo Regazzoni

To the best of our knowledge our method is the first attempt on general semantic image segmentation using CNN.

Clustering Image Segmentation +2

Action Recognition with Image Based CNN Features

no code implementations13 Dec 2015 Mahdyar Ravanbakhsh, Hossein Mousavi, Mohammad Rastegari, Vittorio Murino, Larry S. Davis

Action recognition tasks usually relies on complex handcrafted structures as features to represent the human action model.

Action Recognition Temporal Action Localization

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