视频跟踪 Resources

Showing items tagged with "视频跟踪"

This is a ready-to-run source program for video tracking implementation using particle filter algorithm, with pre-configured initial parameters. The core algorithm is computationally optimized with C++ code compiled into DLL via MEX files for MATLAB integration. Users can modify it for frame-difference based localization to avoid manual parameter adjustments when switching videos. The implementation demonstrates efficient particle filter application in visual tracking, featuring resampling mechanisms and likelihood estimation for target state prediction. Currently limited to AVI format input, users need to provide their own video files and update filename references in the video reading statements.

MATLAB 220 views Tagged
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ICA-based feature extraction and recognition system with video processing components including binarization source code, frame-by-frame processing algorithms, and object tracking implementation. Features a master's thesis project on video gesture tracking and recognition, documented in comprehensive Word documentation with detailed code explanations.

MATLAB 229 views Tagged
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Implementation of Adaboost algorithm for video tracking with automatic weak classifier updates. The system requires manual object definition by users (no automated recognition). The tracker handles diverse object types without constraints on size or shape assumptions, utilizing adaptive feature selection and classifier weighting mechanisms.

MATLAB 234 views Tagged
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This MATLAB implementation uses frame differencing for video tracking, includes a test video and comprehensive documentation. Verified error-free - simply modify the video path to get started. The code demonstrates key image processing techniques including background subtraction, thresholding, and object detection algorithms.

MATLAB 213 views Tagged
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