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ORCIDArash Pourtaherian
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2020 – today
- 2024
[c21]Zeqi Zhu
, Alberto García-Ortiz, Luc Waeijen, Egor Bondarev, Arash Pourtaherian, Orlando Moreira:
ELSE: Efficient Deep Neural Network Inference Through Line-Based Sparsity Exploration. ECCV (11) 2024: 412-431- [c20]Zeqi Zhu, Arash Pourtaherian, Luc Waeijen, Ibrahim Batuhan Akkaya, Egor Bondarev, Orlando Moreira:
CATS: Combined Activation and Temporal Suppression for Efficient Network Inference. WACV 2024: 8151-8160 - 2023
- [j7]Lennart Bamberg, Arash Pourtaherian, Luc Waeijen, Anupam Chahar, Orlando Moreira:
Synapse Compression for Event-Based Convolutional-Neural-Network Accelerators. IEEE Trans. Parallel Distributed Syst. 34(4): 1227-1240 (2023) - [c19]Zeqi Zhu, Arash Pourtaherian, Luc Waeijen, Egor Bondarev, Orlando Moreira:
STAR: Sparse Thresholded Activation under partial-Regularization for Activation Sparsity Exploration. CVPR Workshops 2023: 4554-4563 - [c18]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:
NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips. DATE 2023: 1-6 - 2022
- [c17]Zeqi Zhu, Arash Pourtaherian, Luc Waeijen, Lennart Bamberg, Egor Bondarev, Orlando Moreira:
ARTS: An adaptive regularization training schedule for activation sparsity exploration. DSD 2022: 415-422 - 2021
- [j6]Farhad Ghazvinian Zanjani, Arash Pourtaherian, Svitlana Zinger, David Anssari Moin, Frank Claessen, Teo Cherici, Sarah Parinussa, Peter H. N. de With:
Mask-MCNet: Tooth instance segmentation in 3D point clouds of intra-oral scans. Neurocomputing 453: 286-298 (2021) - [j5]Cheng Li, Arash Pourtaherian, Lonneke van Onzenoort, Walther E. Tjon a Ten, Peter H. N. de With:
Infant Facial Expression Analysis: Towards a Real-Time Video Monitoring System Using R-CNN and HMM. IEEE J. Biomed. Health Informatics 25(5): 1429-1440 (2021) - [c16]Jarno Brils, Luc Waeijen, Arash Pourtaherian:
How to exploit sparsity in RNNs on event-driven architectures. SCOPES 2021: 17-22 - [c15]Cheng Li, Arash Pourtaherian, Lonneke van Onzenoort, Peter H. N. de With:
Automated Infant Monitoring based on R-CNN and HMM. VISIGRAPP (5: VISAPP) 2021: 553-560 - [c14]Cheng Li, Genyu Song, Arash Pourtaherian, Peter H. N. de With:
Dual CNN-based Face Tracking Algorithm for an Automated Infant Monitoring System. VISIGRAPP (5: VISAPP) 2021: 881-887 - [i1]Lennart Bamberg, Arash Pourtaherian, Luc Waeijen, Anupam Chahar, Orlando Moreira:
Synapse Compression for Event-Based Convolutional-Neural-Network Accelerators. CoRR abs/2112.07019 (2021) - 2020
- [j4]Cheng Li, Arash Pourtaherian, Lonneke van Onzenoort, Walther E. Tjon a Ten, Peter H. N. de With:
Infant Monitoring System for Real-Time and Remote Discomfort Detection. IEEE Trans. Consumer Electron. 66(4): 336-345 (2020) - [c13]Mina A. Khoei, Amirreza Yousefzadeh, Arash Pourtaherian, Orlando Moreira, Jonathan Tapson:
SpArNet: Sparse Asynchronous Neural Network execution for energy efficient inference. AICAS 2020: 256-260 - [c12]C. Li, Arash Pourtaherian, Walther E. Tjon a Ten, Peter H. N. de With:
Infant Monitoring System for Real-Time and Remote Discomfort Detection. ICCE 2020: 1-2
2010 – 2019
- 2019
- [j3]Yue Sun, Caifeng Shan, Tao Tan, Xi Long, Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With:
Video-based discomfort detection for infants. Mach. Vis. Appl. 30(5): 933-944 (2019) - [c11]Farhad Ghazvinian Zanjani, David Anssari Moin, Frank Claessen, Teo Cherici, Sarah Parinussa, Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With:
Mask-MCNet: Instance Segmentation in 3D Point Cloud of Intra-oral Scans. MICCAI (5) 2019: 128-136 - [c10]Cheng Li, Arash Pourtaherian, Walther E. Tjon a Ten, Peter H. N. de With:
Robust discomfort detection for infants using an unsupervised roll estimation. Image Processing 2019: 1094930 - 2018
- [j2]Arash Pourtaherian, Farhad Ghazvinian Zanjani, Svitlana Zinger, Nenad Mihajlovic, Gary C. Ng, Hendrikus H. M. Korsten, Peter H. N. de With:
Robust and semantic needle detection in 3D ultrasound using orthogonal-plane convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 13(9): 1321-1333 (2018) - [c9]Cheng Li, Arash Pourtaherian, Walther E. Tjon a Ten, Peter H. N. de With:
Enhanced face alignment using an unsupervised roll estimation initialization. ICMV 2018: 110412C - [c8]Hongxu Yang, Arash Pourtaherian, Caifeng Shan, Alexander F. Kolen, Peter H. N. de With:
Feature study on catheter detection in three-dimensional ultrasound. Image-Guided Procedures 2018: 105760V - [c7]Farhad Ghazvinian Zanjani, Arash Pourtaherian, Xikai Tang, Svitlana Zinger, Nenad Mihajlovic, Gary C. Ng, Hendrikus H. M. Korsten, Peter H. N. de With:
Coherent needle detection in ultrasound volumes using 3D conditional random fields. Image-Guided Procedures 2018: 105760W - 2017
- [j1]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:
Medical Instrument Detection in 3-Dimensional Ultrasound Data Volumes. IEEE Trans. Medical Imaging 36(8): 1664-1675 (2017) - [c6]Arash Pourtaherian, Farhad Ghazvinian Zanjani, Svitlana Zinger, Nenad Mihajlovic, Gary C. Ng, Hendrikus H. M. Korsten, Peter H. N. de With:
Improving Needle Detection in 3D Ultrasound Using Orthogonal-Plane Convolutional Networks. MICCAI (2) 2017: 610-618 - 2015
- [c5]Arash Pourtaherian, Svitlana Zinger, Nenad Mihajlovic, Peter H. N. de With, Jinfeng Huang, Gary C. Ng, Hendrikus H. M. Korsten:
Multi-resolution Gabor wavelet feature extraction for needle detection in 3D ultrasound. ICMV 2015: 987513 - [c4]Hani Javan Hemmat, Arash Pourtaherian, Egor Bondarev, Peter H. N. de With:
Fast planar segmentation of depth images. Image Processing: Algorithms and Systems 2015: 93990I - [c3]Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With, Hendrikus H. M. Korsten, Nenad Mihajlovic:
Benchmarking of state-of-the-art needle detection algorithms in 3D ultrasound data volumes. Image-Guided Procedures 2015: 94152B - 2014
- [c2]Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With, Hendrikus H. M. Korsten, Nenad Mihajlovic:
Gabor-based needle detection and tracking in three-dimensional ultrasound data volumes. ICIP 2014: 3602-3606 - 2013
- [c1]Arash Pourtaherian, Rob G. J. Wijnhoven, Peter H. N. de With:
TROD: Tracking with occlusion handling and drift correction. ICIP 2013: 2440-2444
Coauthor Index
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