【视频检测】基于时空正则化相关滤波器 (STRCF) 跟踪器实现行人跟踪附matlab代码

1 简介

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2 部分代码

% This demo script runs the STRCF tracker with deep features on the
% included "Human3" video.
% Add paths
setup_paths();
% Load video information
base_path = './sequences';
%video = choose_video(base_path);
video = 'Human3';
video_path = [base_path '/' video];
[seq, gt_boxes] = load_video_info(video_path);
% Run STRCF
results = run_STRCF(seq);
%results = run_DeepSTRCF(seq);
pd_boxes = results.res;
thresholdSetOverlap = 0: 0.05 : 1;
success_num_overlap = zeros(1, numel(thresholdSetOverlap));
res = calcRectInt(gt_boxes, pd_boxes);
for t = 1: length(thresholdSetOverlap)
success_num_overlap(1, t) = sum(res > thresholdSetOverlap(t));
end
cur_AUC = mean(success_num_overlap) / size(gt_boxes, 1);
FPS_vid = results.fps;
display([video '---->' ' FPS: ' num2str(FPS_vid) ' op: ' num2str(cur_AUC)]);

3 仿真结果

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4 参考文献

[1]张天飞, 龙海燕, 丁娇,等. 基于STRCF的改进HOG特征目标跟踪算法研究[J]. 东莞理工学院学报, 2020, 27(3):5.

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部分理论引用网络文献，若有侵权联系博主删除。

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