Hamed H. Aghdam

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 14

Top Topics

Distance Estimation

Active Learning

Temporal Coherence

Top Venues

VISIGRAPP (5: VISAPP)

Canadian Conference on AI

ECCV Workshops (1)

Publications

Hamed H. Aghdam, Elnaz Jahani Heravi, Selameab S. Demilew, Robert Laganière
RAD: Realtime and Accurate 3D Object Detection on Embedded Systems. CVPR Workshops (2021)
Selameab S. Demilew, Hamed H. Aghdam, Robert Laganière, Emil M. Petriu
FA3D: Fast and Accurate 3D Object Detection. ISVC (1) (2020)
Hamed H. Aghdam, Martin Bouchard, Robert Laganière, Emil M. Petriu, Philip Wort
A Deep Neural Network for Counting Vessels in Sonar Signals. Canadian Conference on AI (2020)
Wen Wen, Hamed H. Aghdam, Yong Wang, Robert Laganière, Emil M. Petriu
A Monocular Forward Leading Vehicle Distance Estimation using Mobile Devices. IV (2020)
Javad Zolfaghari Bengar, Abel Gonzalez-Garcia, Gabriel Villalonga, Bogdan C. Raducanu, Hamed H. Aghdam, Mikhail Mozerov, Antonio M. López, Joost van de Weijer
Temporal Coherence for Active Learning in Videos. CoRR (2019)
Hamed H. Aghdam, Abel Gonzalez-Garcia, Antonio M. López, Joost van de Weijer
Active Learning for Deep Detection Neural Networks. ICCV (2019)
Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig
A Modified Self-training Method for Adapting Domains in the Task of Food Classification. VISIGRAPP (5: VISAPP) (2019)
Hamed H. Aghdam, Abel Gonzalez-Garcia, Joost van de Weijer, Antonio M. López
Active Learning for Deep Detection Neural Networks. CoRR (2019)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
Increasing the Stability of CNNs using a Denoising Layer Regularized by Local Lipschitz Constant in Road Understanding Problems. VISIGRAPP (5: VISAPP) (2017)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
Studying Stability of Different Convolutional Neural Networks Against Additive Noise. VISIGRAPP (5: VISAPP) (2017)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
Explaining Adversarial Examples by Local Properties of Convolutional Neural Networks. VISIGRAPP (5: VISAPP) (2017)
Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig
Classification of Foods Using Spatial Pyramid Convolutional Neural Network. CCIA (2016)
Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig
Classification of foods by transferring knowledge from ImageNet dataset. ICMV (2016)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
Fusing Convolutional Neural Networks with a Restoration Network for Increasing Accuracy and Stability. ECCV Workshops (1) (2016)
Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig
Analyzing Stability of Convolutional Neural Networks in the Frequency Domain. CoRR (2015)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
Recognizing Traffic Signs Using a Practical Deep Neural Network. ROBOT (1) (2015)