Elnaz Jahani Heravi

According to our database, Elnaz Jahani Heravi authored at least 25 papers between 2011 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

PolarNet: Accelerated Deep Open Space Segmentation using Automotive Radar in Polar Domain.

Farzan Erlik Nowruzi, Dhanvin Kolhatkar, Prince Kapoor, Elnaz Jahani Heravi, Fahed Al Hassanat, Robert Laganière, Julien Rebut, Waqas Malik

Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

RAD: Realtime and Accurate 3D Object Detection on Embedded Systems.

Hamed H. Aghdam, Elnaz Jahani Heravi, Selameab S. Demilew, Robert Laganière

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Deep Open Space Segmentation using Automotive Radar.

Farzan Erlik Nowruzi, Dhanvin Kolhatkar, Prince Kapoor, Fahed Al Hassanat, Elnaz Jahani Heravi, Robert Laganière, Julien Rebut, Waqas Malik

CoRR, 2020

2019

Recognizing Foods using Deep Neural Networks under Domain Shift.

Elnaz Jahani Heravi

PhD thesis, 2019

A Modified Self-training Method for Adapting Domains in the Task of Food Classification.

Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

2018

An optimized convolutional neural network with bottleneck and spatial pyramid pooling layers for classification of foods.

Elnaz Jahani Heravi, Hamed Habibi Aghdam, Domenec Puig

Pattern Recognit. Lett., 2018

2017

A Practical and Highly Optimized Convolutional Neural Network for Classifying Traffic Signs in Real-Time.

Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig

Int. J. Comput. Vis., 2017

Studying Stability of Different Convolutional Neural Networks Against Additive Noise.

Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Explaining Adversarial Examples by Local Properties of Convolutional Neural Networks.

Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Increasing the Stability of CNNs using a Denoising Layer Regularized by Local Lipschitz Constant in Road Understanding Problems.

Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

2016

A practical approach for detection and classification of traffic signs using Convolutional Neural Networks.

Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig

Robotics Auton. Syst., 2016

Analyzing the Stability of Convolutional Neural Networks against Image Degradation.

Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Classification of foods by transferring knowledge from ImageNet dataset.

Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig

Proceedings of the Ninth International Conference on Machine Vision, 2016

Training a Mentee Network by Transferring Knowledge from a Mentor Network.

Elnaz Jahani Heravi, Hamed Habibi Aghdam, Domenec Puig

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Fusing Convolutional Neural Networks with a Restoration Network for Increasing Accuracy and Stability.

Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Classification of Foods Using Spatial Pyramid Convolutional Neural Network.

Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig

Proceedings of the Artificial Intelligence Research and Development, 2016

2015

Analyzing Stability of Convolutional Neural Networks in the Frequency Domain.

Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig

CoRR, 2015

Traffic Sign Recognition Using Visual Attributes and Bayesian Network.

Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2015

A Unified Framework for Coarse-to-Fine Recognition of Traffic Signs using Bayesian Network and Visual Attributes.

Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the VISAPP 2015, 2015

Recognizing Traffic Signs Using a Practical Deep Neural Network.

Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the Robot 2015: Second Iberian Robotics Conference, 2015

A deep convolutional neural network for recognizing foods.

Elnaz Jahani Heravi, Hamed Habibi Aghdam, Domenec Puig

Proceedings of the Eighth International Conference on Machine Vision, 2015

An unsupervised method for summarizing egocentric sport videos.

Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the Eighth International Conference on Machine Vision, 2015

Toward an optimal convolutional neural network for traffic sign recognition.

Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the Eighth International Conference on Machine Vision, 2015

A New One Class Classifier Based on Ensemble of Binary Classifiers.

Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig

Proceedings of the Computer Analysis of Images and Patterns, 2015

2011

Long Term Trajectory Prediction of Moving Objects Using Gaussian Process.

Elnaz Jahani Heravi, Sohrab Khanmohammadi

Proceedings of the First International Conference on Robot, Vision and Signal Processing, 2011