A review of video object detection: Datasets, metrics and methods

H Zhu, H Wei, B Li, X Yuan, N Kehtarnavaz - Applied Sciences, 2020 - mdpi.com
… methods have appeared in the literature on video object detection, many of which have utilized
… on video object detection. An overview of the existing datasets for video object detection

A real-time object detection algorithm for video

S Lu, B Wang, H Wang, L Chen, M Linjian… - Computers & Electrical …, 2019 - Elsevier
… real-time object detection algorithm for videos based on the … image background by image
preprocessing, and then we train the Fast YOLO model for object detection to obtain the object

Object detection

Y Amit, P Felzenszwalb, R Girshick - Computer Vision: A Reference Guide, 2021 - Springer
… using supervised learning approaches [4], by utilizing low-level motion cues based on
optical flow computation on video [8] and based on the detection of T-junctions in images [1]. …

Object detection from video tubelets with convolutional neural networks

K Kang, W Ouyang, H Li… - Proceedings of the IEEE …, 2016 - openaccess.thecvf.com
… of image object proposal with only 1/38 the number of boxes. … CNN detection and tracking
for object detection in videos. … combines object detection and object tracking for tubelet object

Object detection in videos with tubelet proposal networks

K Kang, H Li, T Xiao, W Ouyang… - Proceedings of the …, 2017 - openaccess.thecvf.com
… , temporal information in videos is vital for object detection. … , usually involving generic object
tracking, could generate … In this work, we propose a framework for object detection in videos, …

Object detection in videos by high quality object linking

P Tang, C Wang, X Wang, W Liu… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
… [1], [2], [3], [4], [23], [24], [25], [26] and videos [12], [… video object detection and classify them
into three categories by how they use the temporal contexts. Feature Propagation w/o Object

New generation deep learning for video object detection: A survey

L Jiao, R Zhang, F Liu, S Yang, B Hou… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… still-image object detection algorithm to video data does not yield reliable detection results.
… -of-the-art image object detector is used to detect video frames, treating them as individual …

Object detection with deep learning: A review

ZQ Zhao, P Zheng, S Xu, X Wu - IEEE transactions on neural …, 2019 - ieeexplore.ieee.org
object detection architectures along with some modifications and useful tricks to improve
detection … understanding of images and videos and is related to many applications, including …

Video salient object detection via fully convolutional networks

W Wang, J Shen, L Shao - IEEE Transactions on Image …, 2017 - ieeexplore.ieee.org
… Salient object detection [26]–[28] aims at uniformly highlighting the salient regions, which …
In this work, we aim at detecting saliency object regions in videos. Image saliency detection

New trends on moving object detection in video images captured by a moving camera: A survey

M Yazdi, T Bouwmans - Computer science review, 2018 - Elsevier
… of moving object detection in video sequences captured by a moving camera. Although
many researches and excellent works have reviewed the methods of object detection and …