Deep learning for visual tracking: A comprehensive survey

SM Marvasti-Zadeh, L Cheng… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Visual target tracking is one of the most sought-after yet challenging research topics in
computer vision. Given the ill-posed nature of the problem and its popularity in a broad …

Moana: An online learned adaptive appearance model for robust multiple object tracking in 3d

Z Tang, JN Hwang - IEEE Access, 2019 - ieeexplore.ieee.org
Multiple object tracking has been a challenging field, mainly due to noisy detection sets an
identity switch caused by occlusion and similar appearance among nearby targets. Previous …

Improving multi‐object tracking by full occlusion handle and adaptive feature fusion

Y Yue, Y Yang, Y Yu, H Liu - IET Image Processing, 2023 - Wiley Online Library
Occlusion has always been a challenging research topic in the field of multi‐target tracking.
The invisibility of the target in full occlusion increases the difficulty of continuous tracking …

Adaptive exploitation of pre-trained deep convolutional neural networks for robust visual tracking

SM Marvasti-Zadeh, H Ghanei-Yakhdan… - Multimedia Tools and …, 2021 - Springer
Due to the automatic feature extraction procedure via multi-layer nonlinear transformations,
the deep learning-based visual trackers have recently achieved a great success in …

Research on the extraction method of painting style features based on convolutional neural network

H Jiang, T Yang - International Journal of Arts and …, 2022 - inderscienceonline.com
In order to overcome the problem of low accuracy in the traditional method for style feature
extraction of painting works, this paper proposes a method for style feature extraction of …

Effective fusion of deep multitasking representations for robust visual tracking

SM Marvasti-Zadeh, H Ghanei-Yakhdan, S Kasaei… - The Visual …, 2022 - Springer
Visual object tracking remains an active research field in computer vision due to persisting
challenges with various problem-specific factors in real-world scenes. Many existing tracking …

Restoration Simulation of Image Quality Degradation of Nanosensors Based on Virtual Reality

J Wang, J Zeng - Journal of Biomedical Nanotechnology, 2021 - ingentaconnect.com
The texture complexity of traditional sensor image degradation restoration methods is high
and the restoration effect is reduced. For this reason, a virtual reality-based image quality …

[引用][C] Research on Target Detection Algorithm and Tracking Algorithm based on Artificial Intelligence Technology and Machine Vision Recognition

T Yuan, L Hua - 2022

[引用][C] 교통상황에서의단일심층신경망을이용한물체검출및추적통합시스템

임정혁, 최학남, 타림, 김학일 - 한국정보과학회학술발표논문집, 2019 - dbpia.co.kr
요 약본 논문은 효과적인 물체 검출 및 추적을 위하여 하나의 심층 신경망을 공용으로 사용하는
프레임워크를 제안한다. 동일 신경망을 물체 검출 및 추적에 사용함으로써 정확도와 처리속도 …