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Everything about Video tracking
Locating a moving object by analyzing frames of a video
Video tracking is the process of locating a moving object over time using a camera. It has a variety of uses, some of which are: human-computer interaction, security and surveillance, video communication and compression, augmented reality, traffic control, medical imaging and video editing. Video tracking can be a time-consuming process due to the amount of data that is contained in video. Adding further to the complexity is the possible need to use object recognition techniques for tracking, a challenging problem in its own right. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Video trackingA 5-minute orientation
- Skim a recent paper: Satellite video single object tracking: A systematic review and an oriented object tracking benchmarkInfluential work since 2022
- Pick up a classic book: The Never GameThe most-reprinted book on the subject
- Read the landmark paper: Video Object Segmentation and TrackingCited 179 times
- Go sideways: Motion estimationA closely related topic
- Go sideways: Condensation algorithmA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Video Object Segmentation and Tracking
Video Tracking Using Learned Hierarchical Features
Video Tracking: A Concise Survey
Tracking video objects in cluttered background
A Real-Time Video Tracking System
Robust Shadow Tracking for Video SAR
Tracking human faces in infrared video
Tracking multiple nonrigid objects in video sequences
🆕 Influential since 2022
Satellite video single object tracking: A systematic review and an oriented object tracking benchmark
Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking
Satellite Video Object Tracking Based on Location Prompts
Target-Aware Transformer for Satellite Video Object Tracking
A Siamese network-based tracking framework for hyperspectral video
📚 Books worth reading
The Never GameJeffery Deaver · 2019- 📕Soundtrack AlbumLaurel Westrup, Paul N. Reinsch · 2020
Video trackingAndrea Cavallaro · 2010
Video segmentation and its applicationsKing Ngi Ngan · 2011
Video trackingEmilio Maggio · 2010
The Big Book of Nintendo GamesSteven A. Schwartz · 1991
VoiceElaine Schmidt · 2018
Game Counselor's Answer Book for Nintendo PlayersThe Game Counselor, Inc. · 1991
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Motion estimation In computer vision and image processing, motion estimation is the process of determining motion vectors that describe the transformation from one 2D image…
- Condensation algorithm The condensation algorithm (Conditional Density Propagation) is a computer vision algorithm. The principal application is to detect and track the contour…
- Motion compensation Motion compensation in computing is an algorithmic technique used to predict a frame in a video given the previous and/or future frames by accounting for…
- Rigid motion segmentation In computer vision, rigid motion segmentation is the process of separating regions, features, or trajectories from a video sequence into coherent subsets…
- Foreground detection Foreground detection is one of the major tasks in the field of computer vision and image processing whose aim is to detect changes in image sequences.…
- Block-matching algorithm A Block Matching Algorithm is a way of locating matching macroblocks in a sequence of digital video frames for the purposes of motion estimation. The underlying…
- Video super-resolution Video super-resolution (VSR) is the process of generating high-resolution video frames from the given low-resolution video frames. Unlike single-image…
- Simultaneous localization and mapping Simultaneous localization and mapping (SLAM) is a problem in photogrammetry where a computer constructs or updates a map of an unknown environment while…