Mohammad Najafi

According to our database, Mohammad Najafi authored at least 25 papers between 2011 and 2023.

Collaborative distances:

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

2023

Size-dependent nonlinear vibration analysis of cracked graphene-platelets-reinforced-composites (GPLRC) plate under parametric excitation.

Saeedeh Qaderi, Majid Ghadiri, Mohammad Najafi, Ali Imam, Hamid Soleimanimehr

Commun. Nonlinear Sci. Numer. Simul., June, 2023

Improving Deep Learning Transparency: Leveraging the Power of LIME Heatmap.

Helia Farhood, Mohammad Najafi, Morteza Saberi

Proceedings of the Service-Oriented Computing - ICSOC 2023 Workshops - AI-PA, ASOCA, SAPD, SQS, SSCOPE, WESOACS and Satellite Events, Rome, Italy, November 28, 2023

2021

Human-in-the-Loop Optimization for Artificial Intelligence Algorithms.

Helia Farhood, Morteza Saberi, Mohammad Najafi

Proceedings of the Service-Oriented Computing - ICSOC 2021 Workshops, 2021

Improving Object Recognition in Crime Scenes via Local Interpretable Model-Agnostic Explanations.

Helia Farhood, Morteza Saberi, Mohammad Najafi

Proceedings of the 25th International Enterprise Distributed Object Computing Workshop, 2021

2020

Meta-Learning Deep Visual Words for Fast Video Object Segmentation.

Harkirat Singh Behl, Mohammad Najafi, Anurag Arnab, Philip H. S. Torr

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2019

Prediction of Sewer Pipe Deterioration Using Random Forest Classification.

Razieh Tavakoli, Ali Sharifara, Mohammad Najafi

CoRR, 2019

Artificial Neural Networks and Adaptive Neuro-fuzzy Models for Prediction of Remaining Useful Life.

Razieh Tavakoli, Mohammad Najafi, Ali Sharifara

CoRR, 2019

2018

Meta Learning Deep Visual Words for Fast Video Object Segmentation.

Harkirat Singh Behl, Mohammad Najafi, Philip H. S. Torr

CoRR, 2018

2017

Robotic assistance for children with cerebral palsy based on learning from tele-cooperative demonstration.

Mohammad Najafi, Mojtaba Sharifi, Kim D. Adams, Mahdi Tavakoli

Int. J. Intell. Robotics Appl., 2017

Soft Correspondences in Multimodal Scene Parsing.

Sarah Taghavi Namin, Mohammad Najafi, Mathieu Salzmann, Lars Petersson

CoRR, 2017

Nonlinear workspace mapping for telerobotic assistance of upper limb in patients with severe movement disorders.

Carlos Rossa, Mohammad Najafi, Mahdi Tavakoli, Kim D. Adams

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Robotic learning from demonstration of therapist's time-varying assistance to a patient in trajectory-following tasks.

Mohammad Najafi, Kim D. Adams, Mahdi Tavakoli

Proceedings of the International Conference on Rehabilitation Robotics, 2017

2016

Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering.

Mohammad Najafi, Sarah Taghavi Namin, Mathieu Salzmann, Lars Petersson

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

A Multi-modal Graphical Model for Scene Analysis.

Sarah Taghavi Namin, Mohammad Najafi, Mathieu Salzmann, Lars Petersson

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Cutting Edge: Soft Correspondences in Multimodal Scene Parsing.

Sarah Taghavi Namin, Mohammad Najafi, Mathieu Salzmann, Lars Petersson

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

A Generalized Correlation-Based Model for Out-of-Plane Motion Estimation in Freehand Ultrasound.

Narges Afsham, Mohammad Najafi, Purang Abolmaesumi, Robert Rohling

IEEE Trans. Medical Imaging, 2014

Multi-view terrain classification using panoramic imagery and LIDAR.

Sarah Taghavi Namin, Mohammad Najafi, Lars Petersson

Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Filter-Based Speckle Tracking for Freehand Prostate Biopsy: Theory, ex vivo and in vivo Results.

Narges Afsham, Siavash Khallaghi, Mohammad Najafi, Lindsay Machan, Silvia D. Chang, Larry Goldenberg, Peter C. Black, Robert Rohling, Purang Abolmaesumi

Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

Non-associative Higher-Order Markov Networks for Point Cloud Classification.

Mohammad Najafi, Sarah Taghavi Namin, Mathieu Salzmann, Lars Petersson

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Scoring of Matrix Gla protein (MGP) promoter variants within predicted transcription elements.

Mohammad Najafi, Abazar Roustazadeh

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Classification of natural scene multi spectral images using a new enhanced CRF.

Mohammad Najafi, Sarah Taghavi Namin, Lars Petersson

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

2012

Single wall closed-form differential ultrasound calibration.

Mohammad Najafi, Narges Afsham, Purang Abolmaesumi, Robert Rohling

Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

A Closed-Form Differential Formulation for Ultrasound Spatial Calibration.

Mohammad Najafi, Narges Afsham, Purang Abolmaesumi, Robert Rohling

Proceedings of the Information Processing in Computer-Assisted Interventions, 2012

2011

Single camera closed-form real-time needle trajectory tracking for ultrasound.

Mohammad Najafi, Robert Rohling

Proceedings of the Medical Imaging 2011: Visualization, 2011

3D Ocular Ultrasound Using Gaze Tracking on the Contralateral Eye: A Feasibility Study.

Narges Afsham, Mohammad Najafi, Purang Abolmaesumi, Robert Rohling

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011