Soodeh Nikan

27 papers B 1Journal 17Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient 2-D/3-D Gaze Estimation Using TGGNet: A Transformer Graph Approach.
IEEE Trans. Cogn. Dev. Syst.
Roksana Yahyaabadi, Soodeh Nikan
2026 J jnl
On the Real-World Deployment of Visual SLAM: Challenges, Solutions, and Cost Analysis.
IEEE Trans. Intell. Transp. Syst.
Seyed Pouya Mirmohammadsadeghi, Soodeh Nikan, Abdallah Shami
2026 J jnl
TinyML-Enabled Resource-Efficient Framework for Real-Time Network Securiy in Electric Vehicle Charging Networks.
IEEE Trans. Netw. Sci. Eng.
Fatemeh Dehrouyeh, Ibrahim Shaer, Soodeh Nikan, Firouz Badrkhani Ajaei, Abdallah Shami
2025 J jnl
Deep Learning-Based Analysis of Power Consumption in Gasoline, Electric, and Hybrid Vehicles.
CoRR
Roksana Yahyaabadi, Ghazal Farhani, Taufiq Rahman, Soodeh Nikan, Abdullah Jirjees, Fadi Araji
2025 J jnl
Improved exploration-exploitation trade-off through adaptive prioritized experience replay.
Neurocomputing
Hossein Hassani, Soodeh Nikan, Abdallah Shami
2025 — conf
Pruning-Based TinyML Optimization of Machine Learning Models for Anomaly Detection in Electric Vehicle Charging Infrastructure.
ICC
Fatemeh Dehrouyeh, Ibrahim Shaer, Soodeh Nikan, Firouz Badrkhani Ajaei, Abdallah Shami
2025 J jnl
Pruning-Based TinyML Optimization of Machine Learning Models for Anomaly Detection in Electric Vehicle Charging Infrastructure.
CoRR
Fatemeh Dehrouyeh, Ibrahim Shaer, Soodeh Nikan, Firouz Badrkhani Ajaei, Abdallah Shami
2025 J jnl
TS-VLM: Text-Guided SoftSort Pooling for Vision-Language Models in Multi-View Driving Reasoning.
CoRR
Lihong Chen, Hossein Hassani, Soodeh Nikan
2025 J jnl
TinyDrive: Multiscale Visual Question Answering with Selective Token Routing for Autonomous Driving.
CoRR
Hossein Hassani, Soodeh Nikan, Abdallah Shami
2024 J jnl
Efficient Transformer-Based Hyper-Parameter Optimization for Resource-Constrained IoT Environments.
IEEE Internet Things Mag.
Ibrahim Shaer, Soodeh Nikan, Abdallah Shami
2024 J jnl
Efficient Transformer-based Hyper-parameter Optimization for Resource-constrained IoT Environments.
CoRR
Ibrahim Shaer, Soodeh Nikan, Abdallah Shami
2024 J jnl
Traffic navigation via reinforcement learning with episodic-guided prioritized experience replay.
Eng. Appl. Artif. Intell.
Hossein Hassani, Soodeh Nikan, Abdallah Shami
2023 J jnl
An Explainable Attention Zone Estimation for Level 3 Autonomous Driving.
IEEE Access
Roksana Yahyaabadi, Soodeh Nikan
2023 — conf
Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention.
CVPR Workshops
Yiming Ma, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha
2023 J jnl
Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention.
CoRR
Yiming Ma, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha
2022 — conf
AI-based Traffic Forecasting in 5G network.
CCECE
Maryam Mohseni, Soodeh Nikan, Abdallah Shami
2022 — conf
Appearance-Based Gaze Estimation for Driver Monitoring.
Gaze Meets ML
Soodeh Nikan, Devesh Upadhyay
2022 J jnl
Real-Time Driver Monitoring Systems through Modality and View Analysis.
CoRR
Yiming Ma, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha
2021 J jnl
PWD-3DNet: A Deep Learning-Based Fully-Automated Segmentation of Multiple Structures on Temporal Bone CT Scans.
IEEE Trans. Image Process.
Soodeh Nikan, Kylen Van Osch, Mandolin Bartling, Daniel G. Allen, S. Alireza Rohani, Ben Connors, Sumit K. Agrawal, Hanif M. Ladak
2020 — conf
Fully automated segmentation of the temporal bone from micro-CT using deep learning.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Soodeh Nikan, Sumit K. Agrawal, Hanif M. Ladak
2018 J jnl
A modified technique for face recognition under degraded conditions.
J. Vis. Commun. Image Represent.
Soodeh Nikan, Majid Ahmadi
2017 — conf
Pattern Recognition Application in ECG Arrhythmia Classification.
HEALTHINF
Soodeh Nikan, Femida Gwadry-Sridhar, Michael Bauer
2015 J jnl
Local gradient-based illumination invariant face recognition using local phase quantisation and multi-resolution local binary pattern fusion.
IET Image Process.
Soodeh Nikan, Majid Ahmadi
2015 — conf
Partial Face Recognition Based on Template Matching.
SITIS
Soodeh Nikan, Majid Ahmadi
2014 — conf
Effectiveness of various classification techniques on human face recognition.
HPCS
Soodeh Nikan, Majid Ahmadi
2014 — —
Human face recognition under degraded conditions.
Soodeh Nikan
2012 B conf
Human face recognition under occlusion using LBP and entropy weighted voting.
ICPR
Soodeh Nikan, Majid Ahmadi