Object Tracking Methods with Opencv and Tkinter
Idioma: inglés
Editorial: Amazon Digital Services LLC - Kdp, 2024
- Tapa blanda
- Nuevo
Librería: PBShop.store UK, Fairford, GLOS, Reino UnidoPBShop.store UK
Vendedor de IberLibro desde 11 de junio de 1999
Condición: Nuevo
EUR 23,49
Cantidad disponible: Más de 20 disponibles
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New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
N° de ref. del artículo L0-9798324055844
- Título
- Object Tracking Methods with Opencv and Tkinter
- Autor
- Siahaan, Vivian; Sianipar, Rismon Hasiholan
- Editorial
- Amazon Digital Services LLC - Kdp
- Año de publicación
- 2024
- Estado
- New
- Encuadernación
- PAP
- Idioma
- inglés
- ISBN 13
- 9798324055844
- Peso del artículo
- 417 gramos
The second project, MedianFlowTracker, utilizes the Python Tkinter GUI library to provide a robust platform for video-based object tracking using the MedianFlow algorithm, renowned for its effectiveness in tracking small and slow-moving objects. The application facilitates user interaction through a feature-rich interface where users can load videos, select objects within frames via mouse inputs, and use playback controls such as play, pause, and stop. Users can also navigate through video frames and utilize a zoom feature for detailed inspections of specific areas, enhancing the usability and accessibility of video analysis.
The third project, MILTracker, leverages Python's Tkinter GUI library to provide a sophisticated tool for tracking objects in video sequences using the Multiple Instance Learning (MIL) tracking algorithm. This application excels in environments where the training instances might be ambiguously labeled, treating groups of pixels as "bags" to effectively handle occlusions and visual complexities in videos. Users can dynamically interact with the video, initializing tracking by selecting objects with a bounding box and adjusting tracking parameters in real-time to suit various scenarios.
The fourth project, MOSSETracker, is a GUI application crafted with Python's Tkinter library, utilizing the MOSSE (Minimum Output Sum of Squared Error) tracking algorithm to enhance real-time object tracking within video sequences. Aimed at users with interests in computer vision, the application combines essential video playback functionalities with powerful object tracking capabilities through the integration of OpenCV. This setup provides an accessible platform for those looking to delve into the dynamics of video processing and tracking technologies.
The fifth project, KCFTracker, is utilizing Kernelized Correlation Filters (KCF) for object tracking, is a comprehensive application built using Python. It incorporates several libraries such as Tkinter for GUI development, OpenCV for robust image processing, and ImageIO for video stream handling. This application offers an intuitive GUI that allows users to upload videos, manually draw bounding boxes to identify areas of interest, and adjust tracking parameters in real-time to optimize performance. Key features include the ability to apply a variety of image filters to enhance video quality and tracking accuracy under varying conditions, and advanced functionalities like real-time tracking updates and histogram analysis for in-depth examination of color distributions within the video frame. This melding of interactive elements, real-time processing capabilities, and analytical tools establishes the MILTracker as a versatile and educational platform for those delving into computer vision.
The sixth project, CSRT (Channel and Spatial Reliability Tracker), features a high-performance tracking algorithm encapsulated in a Python application that integrates OpenCV and the Tkinter graphical user interface, making it a versatile tool for precise object tracking in various applications like surveillance and autonomous vehicle navigation. The application offers a user-friendly interface that includes video playback, interactive controls for real-time parameter ...
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PBShop.store UK
Fairford, GLOS, Reino Unido
Vendedor de IberLibro desde 11 de junio de 1999
Tarifas de envío de Reino Unido a Estados Unidos de America
| Artículo | De 10 a 20 días hábiles | De 10 a 20 días hábiles |
|---|---|---|
| Primer artículo | EUR 4,97 | EUR 4,97 |
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