Iman Soltani

Iman Soltani

University of California, Davis

H-index: 18

North America-United States

About Iman Soltani

Iman Soltani, With an exceptional h-index of 18 and a recent h-index of 14 (since 2020), a distinguished researcher at University of California, Davis, specializes in the field of Precision Robotics, Autonomous Driving, Deep Learning for Medical Diagnosis, Instrumentation and Mechatronics, Machinery Conditi.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep Bayesian-Assisted Keypoint Detection for Pose Estimation in Assembly Automation

Targeted collapse regularized autoencoder for anomaly detection: black hole at the center

Anomaly detection with domain adaptation

Vehicle neural network enhancement

Systems and methods for image-based component detection

Enhanced vehicle operation

Learning systems and methods

Adaptive sensor fusion

Iman Soltani Information

University

Position

Assistant Professor of Mechanical and Aerospace Engineering

Citations(all)

1609

Citations(since 2020)

777

Cited By

1118

hIndex(all)

18

hIndex(since 2020)

14

i10Index(all)

22

i10Index(since 2020)

16

Email

University Profile Page

University of California, Davis

Google Scholar

View Google Scholar Profile

Iman Soltani Skills & Research Interests

Precision Robotics

Autonomous Driving

Deep Learning for Medical Diagnosis

Instrumentation and Mechatronics

Machinery Conditi

Top articles of Iman Soltani

Title

Journal

Author(s)

Publication Date

Deep Bayesian-Assisted Keypoint Detection for Pose Estimation in Assembly Automation

Sensors

Iman Soltani Debo Shi

Alireza Rahimpour

Amin Ghafourian

Mohammad Mahdi Naddaf Shargh

Devesh Upadhyay

...

2023/7/2

Targeted collapse regularized autoencoder for anomaly detection: black hole at the center

arXiv preprint arXiv:2306.12627

Amin Ghafourian

Huanyi Shui

Devesh Upadhyay

Rajesh Gupta

Dimitar Filev

...

2023/6/22

Anomaly detection with domain adaptation

Ziyi Yang

Iman Soltani

Eric Darve

2023

Vehicle neural network enhancement

2023/11/28

Systems and methods for image-based component detection

2022/8/23

Enhanced vehicle operation

2024/1/30

Learning systems and methods

2021/9/21

Adaptive sensor fusion

2021/7/20

Robotic manipulation using an independently actuated vision system, an adversarial control scheme, and a multi-tasking deep learning architecture

2021/2/23

High-throughput automated annotation of visual data for training neural networks used for landmark detection

2021/2/23

Memory-augmented generative adversarial networks for anomaly detection

IEEE Transactions on Neural Networks and Learning Systems

Ziyi Yang

Teng Zhang

Iman Soltani Bozchalooi

Eric Darve

2021/12/28

Anomaly Augmented Generative Adversarial Network

2020/12/31

Automation safety and performance robustness through uncertainty driven learning and control

2020/5/21

LiDAR device based on scanning mirrors array and multi-frequency laser modulation

2020/5/12

Regularized cycle consistent generative adversarial network for anomaly detection

arXiv preprint arXiv:2001.06591

Ziyi Yang

Iman Soltani Bozchalooi

Eric Darve

2020/1/18

See List of Professors in Iman Soltani University(University of California, Davis)

Co-Authors

H-index: 53
Ming Liang

Ming Liang

Ottawa University

H-index: 47
Lin Han

Lin Han

Drexel University

H-index: 38
Mohammad Reza Khoshayand

Mohammad Reza Khoshayand

Tehran University of Medical Sciences

H-index: 18
Parisa Emami

Parisa Emami

University of California, Davis

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