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2020 – today
- 2026
[j3]Soheib Takhtardeshir
, Roger Olsson, Christine Guillemot, Mårten Sjöström:
DUALF-D: Disentangled dual-hyperprior approach for light field image compression. Signal Process. Image Commun. 140: 117436 (2026)- [j2]Mohammad Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad:
Efficient Memristor Neural Networks for Edge AI: On-Chip Learning, Noise Robustness, Device-Variation Tolerance, and Sublinear Energy and Time Scaling. IEEE Trans. Computers 75(5): 1723-1736 (2026) - 2025
- [j1]Soheib Takhtardeshir, Roger Olsson, Christine Guillemot, Mårten Sjöström:
Efficient and Fast Light Field Compression via VAE-Based Spatial and Angular Disentanglement. IEEE Access 13: 18594-18607 (2025) - [c4]Emin Zerman, Soheib Takhtardeshir, Anthony Trioux, Jianlong Qin, Wenjie Wu, Roger Olsson, Mårten Sjöström:
Subjective Visual Quality Assessment of Compressed Light Field Images: Learning-based vs. Conventional Methods. MMSP 2025: 96-101 - [c3]Soheib Takhtardeshir, Roger Olsson, Christine Guillemot, Mårten Sjöström:
DUALF-C: Disentangled Light Field Compression with Entropy-Aware Bitstream Generation. VCIP 2025: 1-5 - 2024
- [c2]Mohammad Reza Eslami, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad:
Hardware Implementation of Memristor-Based in-Memory Computing for Classification Tasks. MWSCAS 2024: 126-130 - [c1]Emin Zerman, Manu Gond, Soheib Takhtardeshir, Roger Olsson, Mårten Sjöström:
A Spherical Light Field Database for Immersive Telecommunication and Telepresence Applications. QoMEX 2024: 200-206 - [i1]Mohammad Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad:
On-Chip Learning with Memristor-Based Neural Networks: Assessing Accuracy and Efficiency Under Device Variations, Conductance Errors, and Input Noise. CoRR abs/2408.14680 (2024)
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