Hamed H. Aghdam

According to our database, Hamed H. Aghdam authored at least 33 papers between 2009 and 2021.

Collaborative distances:

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

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

A Monocular Forward Leading Vehicle Distance Estimation using Mobile Devices.

Wen Wen, Hamed H. Aghdam, Yong Wang, Robert Laganière, Emil M. Petriu

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

FA3D: Fast and Accurate 3D Object Detection.

Selameab S. Demilew, Hamed H. Aghdam, Robert Laganière, Emil M. Petriu

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

A Deep Neural Network for Counting Vessels in Sonar Signals.

Hamed H. Aghdam, Martin Bouchard, Robert Laganière, Emil M. Petriu, Philip Wort

Proceedings of the Advances in Artificial Intelligence, 2020

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

Temporal Coherence for Active Learning in Videos.

Javad Zolfaghari Bengar, Abel Gonzalez-Garcia, Gabriel Villalonga, Bogdan Raducanu, Hamed Habibi Aghdam, Mikhail G. Mozerov, Antonio M. López, Joost van de Weijer

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Active Learning for Deep Detection Neural Networks.

Hamed H. Aghdam, Abel Gonzalez-Garcia, Antonio M. López, Joost van de Weijer

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Understanding Road Scenes using Deep Neural Networks.

Hamed H. Aghdam

PhD thesis, 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

GAME-ABLING: Platform of Games for People with Cerebral Palsy.

Jaume Vergés-Llahí, Hamed Habibi, Fran Casino, Domenec Puig

Proceedings of the European Project Space on Computer 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

2014

Adaptive Probabilistic Thresholding Method for Accurate Breast Region Segmentation in Mammograms.

Hamed Habibi Aghdam, Domenec Puig, Agusti Solanas

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Localizing Pipe inspection robot using visual odometry.

Hamed Habibi Aghdam, Herdawatie Abdul Kadir, Mohd Rizal Arshad, Munir Zaman

Proceedings of the 2014 IEEE International Conference on Control System, 2014

2013

A Probabilistic Approach for Breast Boundary Extraction in Mammograms.

Hamed Habibi Aghdam, Domenec Puig, Agusti Solanas

Comput. Math. Methods Medicine, 2013

2009

Novel Framework for Selecting the Optimal Feature Vector from Large Feature Spaces.

Hamed Habibi Aghdam, Saeid Payvar

Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

A Simulated Annealing Approach for Maximizing the Accrued Utility of an Isochronal Soft Real-Time System.

Ali Asghar Pourhaji Kazem, Neda Dadashkhani, Mehdi Kargahi, Hamed Habibi Aghdam

Proceedings of the 2009 Second International Conference on Environmental and Computer Science, 2009