Local-Feature-Matching-master.zip

上传者: sinat_41942180 | 上传时间: 2021-04-02 09:13:01 | 文件大小: 45.35MB | 文件类型: ZIP
计算机视觉作业(二)特征匹配是图像处理和计算机视觉的核心组成部分。在本次实验中,我们将创建一个局部特征匹配算法,并尝试匹配真实场景的多个视图。将实现一个简化版本的sift,用于解决局部特征匹配问题,使检测到的特征对遮挡和杂波具有鲁棒性。由于特性是本地的,可以在一张图像中生成数百或数千个特性,同时能够实现实时性能。我们使用Harris角点检测器和sift特征描述符来生成关键点,同时也使用了自适应非最大抑制来获得图像上的均匀分布的角。

文件下载

资源详情

[{"title":"( 34 个子文件 45.35MB ) Local-Feature-Matching-master.zip","children":[{"title":"Local-Feature-Matching-master","children":[{"title":"results","children":[{"title":"vis_circles.jpg <span style='color:#111;'> 3.81MB </span>","children":null,"spread":false},{"title":"vis_lines.jpg <span style='color:#111;'> 4.13MB </span>","children":null,"spread":false},{"title":"eval2.jpg <span style='color:#111;'> 3.54MB </span>","children":null,"spread":false},{"title":"vis_circles3.jpg <span style='color:#111;'> 3.79MB </span>","children":null,"spread":false},{"title":"vis_lines1.jpg <span style='color:#111;'> 3.24MB </span>","children":null,"spread":false},{"title":"vis_circles2.jpg <span style='color:#111;'> 3.19MB </span>","children":null,"spread":false},{"title":"eval1.jpg <span style='color:#111;'> 3.27MB </span>","children":null,"spread":false},{"title":"vis_lines3.jpg <span style='color:#111;'> 4.09MB </span>","children":null,"spread":false},{"title":"eval13.jpg <span style='color:#111;'> 4.04MB </span>","children":null,"spread":false},{"title":"eval.jpg <span style='color:#111;'> 4.07MB </span>","children":null,"spread":false},{"title":"vis_circles1.jpg <span style='color:#111;'> 2.90MB </span>","children":null,"spread":false}],"spread":false},{"title":"code","children":[{"title":".ipynb_checkpoints","children":[{"title":"proj2-checkpoint.ipynb <span style='color:#111;'> 7.51KB </span>","children":null,"spread":false}],"spread":true},{"title":"utils.py <span style='color:#111;'> 10.36KB </span>","children":null,"spread":false},{"title":"student_harris.py <span style='color:#111;'> 2.79KB </span>","children":null,"spread":false},{"title":"proj2.ipynb <span style='color:#111;'> 189.84KB </span>","children":null,"spread":false},{"title":"student_sift.py <span style='color:#111;'> 2.46KB </span>","children":null,"spread":false},{"title":"__pycache__","children":[{"title":"utils.cpython-37.pyc <span style='color:#111;'> 9.53KB </span>","children":null,"spread":false},{"title":"student_sift.cpython-37.pyc <span style='color:#111;'> 1.80KB </span>","children":null,"spread":false},{"title":"student_feature_matching.cpython-37.pyc <span style='color:#111;'> 1.01KB </span>","children":null,"spread":false},{"title":"student_harris.cpython-37.pyc <span style='color:#111;'> 1.85KB </span>","children":null,"spread":false}],"spread":true},{"title":"student_feature_matching.py <span style='color:#111;'> 1.48KB </span>","children":null,"spread":false}],"spread":true},{"title":"data","children":[{"title":"Mount Rushmore","children":[{"title":"9021235130_7c2acd9554_o_to_9318872612_a255c874fb_o.pkl <span style='color:#111;'> 11.17KB </span>","children":null,"spread":false},{"title":"9318872612_a255c874fb_o.jpg <span style='color:#111;'> 1.66MB </span>","children":null,"spread":false},{"title":"9021235130_7c2acd9554_o.jpg <span style='color:#111;'> 1.54MB </span>","children":null,"spread":false}],"spread":true},{"title":"Notre Dame","children":[{"title":"4191453057_c86028ce1f_o.jpg <span style='color:#111;'> 691.88KB </span>","children":null,"spread":false},{"title":"921919841_a30df938f2_o.jpg <span style='color:#111;'> 926.26KB </span>","children":null,"spread":false},{"title":"921919841_a30df938f2_o_to_4191453057_c86028ce1f_o.pkl <span style='color:#111;'> 12.76KB </span>","children":null,"spread":false}],"spread":true},{"title":"Episcopal Gaudi","children":[{"title":"4386465943_8cf9776378_o.jpg <span style='color:#111;'> 309.74KB </span>","children":null,"spread":false},{"title":"4386465943_8cf9776378_o_to_3743214471_1b5bbfda98_o.pkl <span style='color:#111;'> 12.66KB </span>","children":null,"spread":false},{"title":"3743214471_1b5bbfda98_o.jpg <span style='color:#111;'> 1.65MB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"annotate_correspondences","children":[{"title":"sydney_opera_house1.jpg <span style='color:#111;'> 643.03KB </span>","children":null,"spread":false},{"title":"sydney_opera_house_correspondences.pkl <span style='color:#111;'> 860B </span>","children":null,"spread":false},{"title":"collect_ground_truth_corr.py <span style='color:#111;'> 3.67KB </span>","children":null,"spread":false},{"title":"sydney_opera_house2.jpg <span style='color:#111;'> 544.07KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明