基于外观模型学习的视频目标跟踪方法综述

张焕龙, 胡士强, 杨国胜 - 计算机研究与发展, 2015 - cqvip.com
视频跟踪是机器视觉领域中的热点研究问题, 在过去的几十年内得到了广泛研究.
为了获得鲁棒的跟踪效果, 设计能够适应跟踪目标外观变化的外观模型成为算法研究中的一种 …

[PDF][PDF] 深度学习在视频目标跟踪中的应用进展与展望

管皓, 薛向阳, 安志勇 - 自动化学报, 2016 - aas.net.cn
摘要视频目标跟踪是计算机视觉的重要研究课题, 在视频监控, 机器人, 人机交互等方面具有广泛
应用. 大数据时代的到来及深度学习方法的出现, 为视频目标跟踪的研究提供了新的契机 …

Recent trends on object detection and image classification: A review

MV Athira, DM Khan - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
The area, object detection has seen a drastic development of algorithms and techniques
over the past years. The arrival of deep learning has boosted the improvement in accuracy …

Multi-cue based tracking

Q Wang, J Fang, Y Yuan - Neurocomputing, 2014 - Elsevier
Visual tracking is a central topic in computer vision. However, the accurate localization of
target object in extreme conditions (such as occlusion, scaling, illumination change, and …

Efficient adaptive non-maximal suppression algorithms for homogeneous spatial keypoint distribution

O Bailo, F Rameau, K Joo, J Park, O Bogdan… - Pattern Recognition …, 2018 - Elsevier
Keypoint detection usually results in a large number of keypoints which are mostly clustered,
redundant, and noisy. These keypoints often require special processing like Adaptive Non …

HMR-vid: a comparative analytical survey on human motion recognition in video data

MR Keyvanpour, S Vahidian, M Ramezani - Multimedia Tools and …, 2020 - Springer
According to the rapid spread of multimedia data and online observations by users, the
importance of researching on machine vision also, analyzing and automatic understanding …

Deep learning techniques for vehicle trajectory extraction in mixed traffic

R Dhatbale, BR Chilukuri - Journal of big data analytics in transportation, 2021 - Springer
Vehicle trajectories provide very useful empirical data for studying traffic phenomena such
as vehicle following behavior, lane changing behavior, traffic oscillations, capacity drop …

Object tracking method based on SURF

H Shuo, W Na, S Huajun - AASRI Procedia, 2012 - Elsevier
An object tracking algorithm based on SURF is presented in this paper. Interest points are
detected by SURF detector in reference region which is located in the first frame manually. In …

Vehicles overtaking detection using RGB-D data

Y Xia, C Wang, X Shi, L Zhang - Signal Processing, 2015 - Elsevier
Outstanding breakthrough in traffic video surveillance has been made with the development
of computer vision techniques. However, there are still some problems to be solved due to …

[PDF][PDF] Autonomous Tracking by an Adaptable Scaled KCF Algorithm

DC Tseng, CH Chen, YM Chen - International Journal of Machine Learning …, 2021 - ijml.org
A multicopter is equipped by a passive tracking device to follow a specified target. However,
if want to track a non-controlled target, the passive tracking device is failed. We propose a …