Object detection with deep learning: A review

ZQ Zhao, P Zheng, S Xu, X Wu - IEEE transactions on neural …, 2019 - ieeexplore.ieee.org
Due to object detection's close relationship with video analysis and image understanding, it
has attracted much research attention in recent years. Traditional object detection methods …

A survey of modern deep learning based object detection models

SSA Zaidi, MS Ansari, A Aslam, N Kanwal… - Digital Signal …, 2022 - Elsevier
Object Detection is the task of classification and localization of objects in an image or video.
It has gained prominence in recent years due to its widespread applications. This article …

A comprehensive review of object detection with deep learning

R Kaur, S Singh - Digital Signal Processing, 2023 - Elsevier
In the realm of computer vision, Deep Convolutional Neural Networks (DCNNs) have
demonstrated excellent performance. Video Processing, Object Detection, Image …

A comprehensive and systematic look up into deep learning based object detection techniques: A review

VK Sharma, RN Mir - Computer Science Review, 2020 - Elsevier
Object detection can be regarded as one of the most fundamental and challenging visual
recognition task in computer vision and it has received great attention over the past few …

A review of object detection based on deep learning

Y Xiao, Z Tian, J Yu, Y Zhang, S Liu, S Du… - Multimedia Tools and …, 2020 - Springer
With the rapid development of deep learning techniques, deep convolutional neural
networks (DCNNs) have become more important for object detection. Compared with …

Recent progresses on object detection: a brief review

H Zhang, X Hong - Multimedia Tools and Applications, 2019 - Springer
Object detection, aiming at locating objects from a large number of specific categories in
natural images, is a fundamental but challenging task in the field of computer vision. Recent …

Object detection using deep learning, CNNs and vision transformers: A review

AB Amjoud, M Amrouch - IEEE Access, 2023 - ieeexplore.ieee.org
Detecting objects remains one of computer vision and image understanding applications'
most fundamental and challenging aspects. Significant advances in object detection have …

Application of deep learning for object detection

AR Pathak, M Pandey, S Rautaray - Procedia computer science, 2018 - Elsevier
The ubiquitous and wide applications like scene understanding, video surveillance, robotics,
and self-driving systems triggered vast research in the domain of computer vision in the most …

Recent advances in deep learning for object detection

X Wu, D Sahoo, SCH Hoi - Neurocomputing, 2020 - Elsevier
Object detection is a fundamental visual recognition problem in computer vision and has
been widely studied in the past decades. Visual object detection aims to find objects of …

Recent advances in object detection in the age of deep convolutional neural networks

S Agarwal, JOD Terrail, F Jurie - arXiv preprint arXiv:1809.03193, 2018 - arxiv.org
Object detection-the computer vision task dealing with detecting instances of objects of a
certain class (eg,'car','plane', etc.) in images-attracted a lot of attention from the community …