Mohammad Najafi

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 13

Top Topics

Markov Networks

Top Venues

ICSOC Workshops

Publications

Helia Farhood, Mohammad Najafi, Morteza Saberi
Improving Deep Learning Transparency: Leveraging the Power of LIME Heatmap. ICSOC Workshops (2023)
Saeedeh Qaderi, Majid Ghadiri, Mohammad Najafi, Ali Imam, Hamid Soleimanimehr
Size-dependent nonlinear vibration analysis of cracked graphene-platelets-reinforced-composites (GPLRC) plate under parametric excitation. Commun. Nonlinear Sci. Numer. Simul. 121 (2023)
Helia Farhood, Morteza Saberi, Mohammad Najafi
Improving Object Recognition in Crime Scenes via Local Interpretable Model-Agnostic Explanations. EDOC Workshops (2021)
Helia Farhood, Morteza Saberi, Mohammad Najafi
Human-in-the-Loop Optimization for Artificial Intelligence Algorithms. ICSOC Workshops (2021)
Harkirat Singh Behl, Mohammad Najafi, Anurag Arnab, Philip H. S. Torr
Meta-Learning Deep Visual Words for Fast Video Object Segmentation. IROS (2020)
Razieh Tavakoli, Mohammad Najafi, Ali Sharifara
Artificial Neural Networks and Adaptive Neuro-fuzzy Models for Prediction of Remaining Useful Life. CoRR (2019)
Razieh Tavakoli, Ali Sharifara, Mohammad Najafi
Prediction of Sewer Pipe Deterioration Using Random Forest Classification. CoRR (2019)
Harkirat Singh Behl, Mohammad Najafi, Philip H. S. Torr
Meta Learning Deep Visual Words for Fast Video Object Segmentation. CoRR (2018)
Sarah Taghavi Namin, Mohammad Najafi, Mathieu Salzmann, Lars Petersson
Soft Correspondences in Multimodal Scene Parsing. CoRR (2017)
Mohammad Najafi, Mojtaba Sharifi, Kim D. Adams, Mahdi Tavakoli
Robotic assistance for children with cerebral palsy based on learning from tele-cooperative demonstration. Int. J. Intell. Robotics Appl. 1 (1) (2017)
Mohammad Najafi, Kim D. Adams, Mahdi Tavakoli
Robotic learning from demonstration of therapist's time-varying assistance to a patient in trajectory-following tasks. ICORR (2017)
Carlos Rossa, Mohammad Najafi, Mahdi Tavakoli, Kim D. Adams
Nonlinear workspace mapping for telerobotic assistance of upper limb in patients with severe movement disorders. SMC (2017)
Mohammad Najafi, Sarah Taghavi Namin, Mathieu Salzmann, Lars Petersson
Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering. CVPR (2016)
Sarah Taghavi Namin, Mohammad Najafi, Mathieu Salzmann, Lars Petersson
Cutting Edge: Soft Correspondences in Multimodal Scene Parsing. ICCV (2015)
Sarah Taghavi Namin, Mohammad Najafi, Mathieu Salzmann, Lars Petersson
A Multi-modal Graphical Model for Scene Analysis. WACV (2015)
Mohammad Najafi, Sarah Taghavi Namin, Mathieu Salzmann, Lars Petersson
Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering. CoRR (2015)
Narges Afsham, Mohammad Najafi, Purang Abolmaesumi, Robert Rohling
A Generalized Correlation-Based Model for Out-of-Plane Motion Estimation in Freehand Ultrasound. IEEE Trans. Medical Imaging 33 (1) (2014)
Mohammad Najafi, Sarah Taghavi Namin, Mathieu Salzmann, Lars Petersson
Non-associative Higher-Order Markov Networks for Point Cloud Classification. ECCV (5) (2014)
Narges Afsham, Siavash Khallaghi, Mohammad Najafi, Lindsay Machan, Silvia D. Chang, Larry Goldenberg, Peter C. Black, Robert Rohling, Purang Abolmaesumi
Filter-Based Speckle Tracking for Freehand Prostate Biopsy: Theory, ex vivo and in vivo Results. IPCAI (2014)
Sarah Taghavi Namin, Mohammad Najafi, Lars Petersson
Multi-view terrain classification using panoramic imagery and LIDAR. IROS (2014)
Mohammad Najafi, Sarah Taghavi Namin, Lars Petersson
Classification of natural scene multi spectral images using a new enhanced CRF. IROS (2013)
Mohammad Najafi, Abazar Roustazadeh
Scoring of Matrix Gla protein (MGP) promoter variants within predicted transcription elements. IWBBIO (2013)
Mohammad Najafi, Narges Afsham, Purang Abolmaesumi, Robert Rohling
Single wall closed-form differential ultrasound calibration. Medical Imaging: Image-Guided Procedures (2012)
Mohammad Najafi, Narges Afsham, Purang Abolmaesumi, Robert Rohling
A Closed-Form Differential Formulation for Ultrasound Spatial Calibration. IPCAI (2012)
Mohammad Najafi, Robert Rohling
Single camera closed-form real-time needle trajectory tracking for ultrasound. Medical Imaging: Image-Guided Procedures (2011)
Narges Afsham, Mohammad Najafi, Purang Abolmaesumi, Robert Rohling
3D Ocular Ultrasound Using Gaze Tracking on the Contralateral Eye: A Feasibility Study. MICCAI (1) (2011)