Arash Pourtaherian

According to our database, Arash Pourtaherian authored at least 28 papers between 2013 and 2024.

Collaborative distances:

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

2024

CATS: Combined Activation and Temporal Suppression for Efficient Network Inference.

Zeqi Zhu, Arash Pourtaherian, Luc Waeijen, Ibrahim Batuhan Akkaya, Egor Bondarev, Orlando Moreira

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

ELSE: Efficient Deep Neural Network Inference Through Line-Based Sparsity Exploration.

Zeqi Zhu, Alberto García-Ortiz, Luc Waeijen, Egor Bondarev, Arash Pourtaherian, Orlando Moreira

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Synapse Compression for Event-Based Convolutional-Neural-Network Accelerators.

Lennart Bamberg, Arash Pourtaherian, Luc Waeijen, Anupam Chahar, Orlando Moreira

IEEE Trans. Parallel Distributed Syst., April, 2023

NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips.

Xabier Iturbe, Nassim Abderrahmane, Jaume Abella, Sergi Alcaide, Eric Beyne, Henri-Pierre Charles, Christelle Charpin-Nicolle, Lars Chittka, Angélica Dávila, Arne Erdmann, Carles Estrada, Ander Fernández, Anna Fontanelli, José Flich, Gianluca Furano, Alejandro Hernán Gloriani, Erik Isusquiza, Radu Grosu, Carles Hernández, Daniele Ielmini, David Jackson, Maha Kooli, Nicola Lepri, Bernabé Linares-Barranco, Jean-Loup Lachese, Eric Laurent, Menno Lindwer, Frank Linsenmaier, Mikel Luján, Karel Masarík, Nele Mentens, Orlando Moreira, Chinmay Nawghane, Luca Peres, Jean-Philippe Noel, Arash Pourtaherian, Christoph Posch, Peter Priller, Zdenek Prikryl, Felix Resch, Oliver Rhodes, Todor P. Stefanov, Moritz Storring, Michele Taliercio, Rafael Tornero, Marcel D. van de Burgwal, Geert Van der Plas, Elisa Vianello, Pavel Zaykov

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

STAR: Sparse Thresholded Activation under partial-Regularization for Activation Sparsity Exploration.

Zeqi Zhu, Arash Pourtaherian, Luc Waeijen, Egor Bondarev, Orlando Moreira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

ARTS: An adaptive regularization training schedule for activation sparsity exploration.

Zeqi Zhu, Arash Pourtaherian, Luc Waeijen, Lennart Bamberg, Egor Bondarev, Orlando Moreira

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021

Infant Facial Expression Analysis: Towards a Real-Time Video Monitoring System Using R-CNN and HMM.

Cheng Li, Arash Pourtaherian, Lonneke van Onzenoort, Walther E. Tjon a Ten, Peter H. N. de With

IEEE J. Biomed. Health Informatics, 2021

Mask-MCNet: Tooth instance segmentation in 3D point clouds of intra-oral scans.

Farhad Ghazvinian Zanjani, Arash Pourtaherian, Svitlana Zinger, David Anssari Moin, Frank Claessen, Teo Cherici, Sarah Parinussa, Peter H. N. de With

Neurocomputing, 2021

Dual CNN-based Face Tracking Algorithm for an Automated Infant Monitoring System.

Cheng Li, Genyu Song, Arash Pourtaherian, Peter H. N. de With

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Automated Infant Monitoring based on R-CNN and HMM.

Cheng Li, Arash Pourtaherian, Lonneke van Onzenoort, Peter H. N. de With

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

How to exploit sparsity in RNNs on event-driven architectures.

Jarno Brils, Luc Waeijen, Arash Pourtaherian

Proceedings of the SCOPES '21: 24th International Workshop on Software and Compilers for Embedded Systems, Eindhoven, The Netherlands, November 1, 2021

2020

Infant Monitoring System for Real-Time and Remote Discomfort Detection.

Cheng Li, Arash Pourtaherian, Lonneke van Onzenoort, Walther E. Tjon a Ten, Peter H. N. de With

IEEE Trans. Consumer Electron., 2020

Infant Monitoring System for Real-Time and Remote Discomfort Detection.

C. Li, Arash Pourtaherian, Walther E. Tjon a Ten, Peter H. N. de With

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

SpArNet: Sparse Asynchronous Neural Network execution for energy efficient inference.

Mina A. Khoei, Amirreza Yousefzadeh, Arash Pourtaherian, Orlando Moreira, Jonathan Tapson

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Video-based discomfort detection for infants.

Yue Sun, Caifeng Shan, Tao Tan, Xi Long, Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With

Mach. Vis. Appl., 2019

Robust discomfort detection for infants using an unsupervised roll estimation.

Cheng Li, Arash Pourtaherian, Walther E. Tjon a Ten, Peter H. N. de With

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Mask-MCNet: Instance Segmentation in 3D Point Cloud of Intra-oral Scans.

Farhad Ghazvinian Zanjani, David Anssari Moin, Frank Claessen, Teo Cherici, Sarah Parinussa, Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Robust and semantic needle detection in 3D ultrasound using orthogonal-plane convolutional neural networks.

Arash Pourtaherian, Farhad Ghazvinian Zanjani, Svitlana Zinger, Nenad Mihajlovic, Gary C. Ng, Hendrikus H. M. Korsten, Peter H. N. de With

Int. J. Comput. Assist. Radiol. Surg., 2018

Coherent needle detection in ultrasound volumes using 3D conditional random fields.

Farhad Ghazvinian Zanjani, Arash Pourtaherian, Xikai Tang, Svitlana Zinger, Nenad Mihajlovic, Gary C. Ng, Hendrikus H. M. Korsten, Peter H. N. de With

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Feature study on catheter detection in three-dimensional ultrasound.

Hongxu Yang, Arash Pourtaherian, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Enhanced face alignment using an unsupervised roll estimation initialization.

Cheng Li, Arash Pourtaherian, Walther E. Tjon a Ten, Peter H. N. de With

Proceedings of the Eleventh International Conference on Machine Vision, 2018

2017

Medical Instrument Detection in 3-Dimensional Ultrasound Data Volumes.

Arash Pourtaherian, Harm J. Scholten, Lieneke Kusters, Svitlana Zinger, Nenad Mihajlovic, Alexander F. Kolen, Fei Zuo, Gary C. Ng, Hendrikus H. M. Korsten, Peter H. N. de With

IEEE Trans. Medical Imaging, 2017

Improving Needle Detection in 3D Ultrasound Using Orthogonal-Plane Convolutional Networks.

Arash Pourtaherian, Farhad Ghazvinian Zanjani, Svitlana Zinger, Nenad Mihajlovic, Gary C. Ng, Hendrikus H. M. Korsten, Peter H. N. de With

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2015

Benchmarking of state-of-the-art needle detection algorithms in 3D ultrasound data volumes.

Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With, Hendrikus H. M. Korsten, Nenad Mihajlovic

Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Fast planar segmentation of depth images.

Hani Javan Hemmat, Arash Pourtaherian, Egor Bondarev, Peter H. N. de With

Proceedings of the Image Processing: Algorithms and Systems XIII, 2015

Multi-resolution Gabor wavelet feature extraction for needle detection in 3D ultrasound.

Arash Pourtaherian, Svitlana Zinger, Nenad Mihajlovic, Peter H. N. de With, Jinfeng Huang, Gary C. Ng, Hendrikus H. M. Korsten

Proceedings of the Eighth International Conference on Machine Vision, 2015

2014

Gabor-based needle detection and tracking in three-dimensional ultrasound data volumes.

Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With, Hendrikus H. M. Korsten, Nenad Mihajlovic

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

TROD: Tracking with occlusion handling and drift correction.

Arash Pourtaherian, Rob G. J. Wijnhoven, Peter H. N. de With

Proceedings of the IEEE International Conference on Image Processing, 2013