Proceedings ArticleDOI
Web Camera Based Motion Detector Application
TLDR
For detecting, the presence of particular wildlife in a particular area and their sleep pattern and various things about their identity can be known by the use of this application.Abstract:
Rapid increase in human population and their encroachment into forest areas have posed several threats to human life and their livelihood. This has subsequently led to a demand for surveillance system that detect the motion of objects in particular areas where threat is possible. This application also detects the pattern of the object i.e. the time at which he comes and goes to their place. For detecting, the presence of particular wildlife in a particular area and their sleep pattern and various things about their identity can be known by the use of this application. The application detects the motion of the object that come in the visual region of the camera and plot the time for which the object remain in its visual sight.read more
Citations
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Proceedings ArticleDOI
Webcam Motion Detection in Real-Time Using Python
TL;DR: In this article , a method to use programming to extract the information from webcams is presented, which is written on Pycharm framework and OpenCV is the library used for purpose of image processing.
References
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Proceedings ArticleDOI
Towards lightweight convolutional neural networks for object detection
Dmitriy Anisimov,Tatiana Khanova +1 more
TL;DR: In this article, the authors propose a model with larger spatial size of feature maps and evaluate it on object detection task and compare several popular lightweight networks with the goal to choose the best feature extraction network for their model.
Posted Content
Towards lightweight convolutional neural networks for object detection
Dmitriy Anisimov,Tatiana Khanova +1 more
TL;DR: This work proposes model with larger spatial size of feature maps and evaluates it on object detection task, and compares several popular lightweight networks to choose the best feature extraction network for this model.
Journal ArticleDOI
Fast Motion Object Detection Algorithm Using Complementary Depth Image on an RGB-D Camera
TL;DR: A new fast motion object-detection algorithm is presented based on the complementary depth images and color information, which is able to detect motion objects without background noise.
Proceedings ArticleDOI
Video Object Detection for Tractability with Deep Learning Method
TL;DR: The experimental results indicate that the proposed deep learning based detection method is efficient for the traceability application.
Proceedings ArticleDOI
Multi-Scale histogram tone mapping algorithm enables better object detection in wide dynamic range images
TL;DR: The experimental results show that the proposed MS-Hist algorithm preserves image detail, brightness and high local contrast, and can benefit tasks such as face detection in WDR images.