Deep learning based car damage classification
K Patil, M Kulkarni, A Sriraman… - 2017 16th IEEE …, 2017 - ieeexplore.ieee.org
Image based vehicle insurance processing is an important area with large scope for
automation. In this paper we consider the problem of car damage classification, where some …
automation. In this paper we consider the problem of car damage classification, where some …
[HTML][HTML] Convolutional Neural Networks for vehicle damage detection
RE Van Ruitenbeek, S Bhulai - Machine Learning with Applications, 2022 - Elsevier
Vehicle damages are increasingly becoming a liability for shared mobility services. The
large number of handovers between drivers demands for an accurate and fast inspection …
large number of handovers between drivers demands for an accurate and fast inspection …
Cardd: A new dataset for vision-based car damage detection
X Wang, W Li, Z Wu - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Automatic car damage detection has attracted significant attention in the car insurance
business. However, due to the lack of high-quality and publicly available datasets, we can …
business. However, due to the lack of high-quality and publicly available datasets, we can …
Automating car insurance claims using deep learning techniques
R Singh, MP Ayyar, TVS Pavan… - 2019 IEEE Fifth …, 2019 - ieeexplore.ieee.org
With the number of people driving a car increasing every day, there has been a proliferation
in the number of cars insurance claims being registered. The life cycle of registering …
in the number of cars insurance claims being registered. The life cycle of registering …
Deep learning-based car damage classification and detection
In this paper, we worked on the problem of vehicle damage classification/detection which
can be used by insurance companies to automate the process of vehicle insurance claims in …
can be used by insurance companies to automate the process of vehicle insurance claims in …
Car detection and damage segmentation in the real scene using a deep learning approach
M Parhizkar, M Amirfakhrian - International Journal of Intelligent Robotics …, 2022 - Springer
Automatically detecting the outer car surface damage can considerably reduce the cost of
processing premium assertion, and provide satisfaction for vehicle users. Since computer …
processing premium assertion, and provide satisfaction for vehicle users. Since computer …
Recognizing the damaged surface parts of cars in the real scene using a deep learning framework
M Parhizkar, M Amirfakhrian - Mathematical problems in …, 2022 - Wiley Online Library
Automatically recognizing the damaged surface parts of cars can noticeably diminish the
cost of processing premium assertion that leads to providing contentment for vehicle users …
cost of processing premium assertion that leads to providing contentment for vehicle users …
Vehicle damage classification and fraudulent image detection including moiré effect using deep learning
Image-based vehicle insurance processing and loan management has large scope for
automation in automotive industry. In this paper we consider the problem of car damage …
automation in automotive industry. In this paper we consider the problem of car damage …
Automated vehicle insurance claims processing using computer vision, natural language processing
N Fernando, A Kumarage… - … on Advances in ICT …, 2022 - ieeexplore.ieee.org
Traditional insurance claims processing systems are no match for the modern world due to
the increasing population of vehicles and the resulting number of accidents. In this paper …
the increasing population of vehicles and the resulting number of accidents. In this paper …
Automatic car damage assessment system: Reading and understanding videos as professional insurance inspectors
We demonstrate a car damage assessment system in car insurance field based on artificial
intelligence techniques, which can exempt insurance inspectors from checking cars on site …
intelligence techniques, which can exempt insurance inspectors from checking cars on site …