{"id":198195,"date":"2024-05-10T00:09:28","date_gmt":"2024-05-09T16:09:28","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/198195.html"},"modified":"2024-05-10T00:09:36","modified_gmt":"2024-05-09T16:09:36","slug":"hog-lbp%e7%9a%84%e7%9b%ae%e6%a0%87%e6%a3%80%e6%b5%8b%e7%ae%97%e6%b3%95%e4%b8%ad%ef%bc%8c%e5%a6%82%e4%bd%95%e8%ae%be%e7%bd%ae%e6%a3%80%e6%b5%8b%e5%ad%90","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/198195.html","title":{"rendered":"HOG LBP\u7684\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5\u4e2d\uff0c\u5982\u4f55\u8bbe\u7f6e\u68c0\u6d4b\u5b50"},"content":{"rendered":"

\"HOG<\/p>\n

\u5728HOG\uff08\u65b9\u5411\u68af\u5ea6\u76f4\u65b9\u56fe\uff09\u4e0eLBP\uff08\u5c40\u90e8\u4e8c\u503c\u6a21\u5f0f\uff09\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5\u4e2d\uff0c\u8bbe\u7f6e\u6709\u6548\u7684\u68c0\u6d4b\u5b50\u662f\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u76ee\u6807\u8bc6\u522b\u4e0e\u8ddf\u8e2a\u7684\u5173\u952e\u3002\u8bbe\u7f6e\u68c0\u6d4b\u5b50\u7684\u5173\u952e\u8981\u7d20\u5305\u62ec\u3001\u7279\u5f81\u9009\u62e9\u3001\u68c0\u6d4b\u7a97\u53e3\u5927\u5c0f\u3001\u6b63\u8d1f\u6837\u672c\u7684\u9009\u62e9\u3001\u4ee5\u53ca\u8bad\u7ec3\u7b56\u7565<\/strong>\u3002\u7279\u522b\u662f\uff0c\u7279\u5f81\u9009\u62e9<\/strong> \u5bf9\u68c0\u6d4b\u6027\u80fd\u7684\u5f71\u54cd\u5c24\u4e3a\u663e\u8457\uff0c\u5b83\u76f4\u63a5\u51b3\u5b9a\u4e86\u68c0\u6d4b\u5668\u7684\u80fd\u529b\uff0c\u5373\u533a\u5206\u76ee\u6807\u4e0e\u975e\u76ee\u6807\u7684\u6548\u679c\u3002<\/p>\n<\/p>\n

\u5728\u7279\u5f81\u9009\u62e9\u4e0a\uff0cHOG\u7b97\u6cd5\u901a\u8fc7\u5206\u6790\u56fe\u50cf\u5c40\u90e8\u533a\u57df\u5185\u7684\u65b9\u5411\u68af\u5ea6\u6216\u8005\u8fb9\u7f18\u65b9\u5411\u7684\u5206\u5e03\u7279\u70b9\uff0c\u63d0\u53d6\u76ee\u6807\u7684\u5f62\u72b6\u4e0e\u7eb9\u7406\u4fe1\u606f\uff1bLBP\u7b97\u6cd5\u5219\u901a\u8fc7\u6bd4\u8f83\u50cf\u7d20\u4e0e\u5176\u5468\u56f4\u90bb\u57df\u50cf\u7d20\u7684\u4eae\u5ea6\u5dee\u5f02\uff0c\u63d0\u53d6\u51fa\u56fe\u50cf\u7684\u7eb9\u7406\u7279\u5f81\u3002\u8fd9\u4e8c\u8005\u7684\u7ed3\u5408\u80fd\u591f\u66f4\u5168\u9762\u5730\u63cf\u8ff0\u76ee\u6807\u7279\u5f81\uff0c\u6539\u5584\u76ee\u6807\u68c0\u6d4b\u7684\u51c6\u786e\u6027\u548c\u9c81\u68d2\u6027\u3002\u7136\u800c\uff0c\u7279\u5f81\u7684\u9009\u62e9\u548c\u4f18\u5316\u662f\u9700\u8981\u7ec6\u81f4\u7814\u7a76\u7684\uff0c\u4f8b\u5982\uff0c\u5728\u9762\u5bf9\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u65f6\uff0c\u53ef\u80fd\u9700\u8981\u8c03\u6574\u7279\u5f81\u63d0\u53d6\u7684\u5177\u4f53\u53c2\u6570\uff0c\u5982\u68af\u5ea6\u8ba1\u7b97\u7684\u7a97\u53e3\u5927\u5c0f\u3001LBP\u7279\u5f81\u7684\u90bb\u57df\u534a\u5f84\u7b49\uff0c\u4ee5\u9002\u5e94\u4e0d\u540c\u7684\u76ee\u6807\u7279\u6027\u548c\u80cc\u666f\u6761\u4ef6\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u7279\u5f81\u9009\u62e9\u4e0e\u4f18\u5316<\/h3>\n<\/p>\n

\u7279\u5f81\u9009\u62e9\u7684\u91cd\u8981\u6027<\/h4>\n<\/p>\n

\u5728HOG+LBP\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5\u4e2d\uff0c\u7279\u5f81\u7684\u9009\u62e9\u5bf9\u68c0\u6d4b\u7ed3\u679c\u7684\u597d\u574f\u6709\u7740\u81f3\u5173\u91cd\u8981\u7684\u5f71\u54cd\u3002\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u548c\u9009\u62e9\u53ef\u4ee5\u66f4\u597d\u5730\u63cf\u8ff0\u76ee\u6807\u7279\u5f81\u7684\u5c5e\u6027\uff0c\u4ece\u800c\u63d0\u9ad8\u68c0\u6d4b\u51c6\u786e\u5ea6\u3002\u7279\u5f81\u9009\u62e9\u4e0d\u4ec5\u6d89\u53ca\u7b97\u6cd5\u672c\u8eab\u63d0\u53d6\u7279\u5f81\u7684\u65b9\u5f0f\uff0c\u8fd8\u5305\u62ec\u7279\u5f81\u53c2\u6570\u7684\u8c03\u6574\u4ee5\u53ca\u7279\u5f81\u4f18\u5316\u65b9\u6cd5\u7684\u8fd0\u7528\u3002<\/p>\n<\/p>\n

\u7279\u5f81\u53c2\u6570\u8c03\u6574<\/h4>\n<\/p>\n

\u4e3a\u4e86\u9002\u5e94\u4e0d\u540c\u7684\u76ee\u6807\u548c\u80cc\u666f\u6761\u4ef6\uff0c\u53ef\u80fd\u9700\u8981\u8c03\u8bd5HOG\u4e2d\u7684\u68af\u5ea6\u8ba1\u7b97\u7a97\u53e3\u548cLBP\u7279\u5f81\u7684\u90bb\u57df\u534a\u5f84\u3002\u68af\u5ea6\u7a97\u53e3\u7684\u5927\u5c0f\u4f1a\u76f4\u63a5\u5f71\u54cd\u5230\u7279\u5f81\u7684\u5c40\u90e8\u6027\u548c\u5168\u5c40\u6027\uff0c\u800cLBP\u7684\u90bb\u57df\u534a\u5f84\u5219\u5f71\u54cd\u7740\u7eb9\u7406\u7279\u5f81\u7684\u7c92\u5ea6\u3002\u901a\u8fc7\u5b9e\u9a8c\u627e\u5230\u6700\u9002\u5408\u7684\u53c2\u6570\u914d\u7f6e\uff0c\u662f\u63d0\u9ad8\u68c0\u6d4b\u6027\u80fd\u7684\u91cd\u8981\u6b65\u9aa4\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u68c0\u6d4b\u7a97\u53e3\u5927\u5c0f\u7684\u786e\u5b9a<\/h3>\n<\/p>\n

\u7a97\u53e3\u5927\u5c0f\u5bf9\u68c0\u6d4b\u6027\u80fd\u7684\u5f71\u54cd<\/h4>\n<\/p>\n

\u68c0\u6d4b\u7a97\u53e3\u7684\u5927\u5c0f\u5bf9\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5\u7684\u5f71\u54cd\u662f\u76f4\u63a5\u800c\u663e\u8457\u7684\u3002\u4e00\u4e2a\u9002\u5f53\u7684\u7a97\u53e3\u5927\u5c0f\u80fd\u591f\u5728\u4fdd\u8bc1\u8db3\u591f\u7684\u80cc\u666f\u4fe1\u606f\u548c\u76ee\u6807\u7279\u5f81\u7684\u540c\u65f6\uff0c\u907f\u514d\u8fc7\u591a\u7684\u65e0\u5173\u4fe1\u606f\u4ecb\u5165\uff0c\u4ece\u800c\u63d0\u5347\u68c0\u6d4b\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002<\/p>\n<\/p>\n

\u5982\u4f55\u9009\u62e9\u68c0\u6d4b\u7a97\u53e3<\/h4>\n<\/p>\n

\u9009\u62e9\u68c0\u6d4b\u7a97\u53e3\u5927\u5c0f\u662f\u4e00\u4e2a\u9700\u8981\u6839\u636e\u5b9e\u9645\u76ee\u6807\u5c3a\u5bf8\u548c\u68c0\u6d4b\u573a\u666f\u6765\u5b9a\u7684\u8fc7\u7a0b\u3002\u901a\u5e38\uff0c\u53ef\u4ee5\u901a\u8fc7\u5bf9\u76ee\u6807\u5c3a\u5bf8\u7684\u7edf\u8ba1\u5206\u6790\uff0c\u4ee5\u53ca\u5b9e\u9a8c\u6d4b\u8bd5\u6765\u51b3\u5b9a\u6700\u4f73\u7684\u7a97\u53e3\u5927\u5c0f\u3002\u6b64\u5916\uff0c\u4e5f\u53ef\u4ee5\u91c7\u7528\u591a\u5c3a\u5ea6\u68c0\u6d4b\u7b56\u7565\uff0c\u4ee5\u9002\u5e94\u76ee\u6807\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u5c3a\u5bf8\u53d8\u5316\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u6b63\u8d1f\u6837\u672c\u9009\u62e9\u4e0e\u5e73\u8861<\/h3>\n<\/p>\n

\u6b63\u8d1f\u6837\u672c\u7684\u91cd\u8981\u6027<\/h4>\n<\/p>\n

\u5728\u8bad\u7ec3\u76ee\u6807\u68c0\u6d4b\u5668\u65f6\uff0c\u6b63\u6837\u672c\uff08\u5373\u5305\u542b\u76ee\u6807\u7684\u56fe\u50cf\uff09\u548c\u8d1f\u6837\u672c\uff08\u4e0d\u5305\u542b\u76ee\u6807\u7684\u56fe\u50cf\uff09\u7684\u8d28\u91cf\u548c\u6570\u91cf\u76f4\u63a5\u51b3\u5b9a\u4e86\u68c0\u6d4b\u5668\u7684\u6027\u80fd\u3002\u4e00\u4e2a\u597d\u7684\u6837\u672c\u96c6\u5e94\u8be5\u80fd\u591f\u8986\u76d6\u76ee\u6807\u5728\u4e0d\u540c\u73af\u5883\u4e0b\u51fa\u73b0\u7684\u5404\u79cd\u53d8\u5316\uff0c\u5982\u5149\u7167\u3001\u59ff\u6001\u3001\u906e\u6321\u7b49\u3002<\/p>\n<\/p>\n

\u5982\u4f55\u5e73\u8861\u6b63\u8d1f\u6837\u672c<\/h4>\n<\/p>\n

\u7531\u4e8e\u6b63\u6837\u672c\u5f80\u5f80\u76f8\u5bf9\u8f83\u5c11\uff0c\u56e0\u6b64\u9700\u8981\u91c7\u53d6\u4e00\u4e9b\u7b56\u7565\u6765\u5e73\u8861\u6b63\u8d1f\u6837\u672c\u6bd4\u4f8b\uff0c\u5982\u4eba\u5de5\u5408\u6210\u6837\u672c\u3001\u5bf9\u8d1f\u6837\u672c\u8fdb\u884c\u96be\u4f8b\u6316\u6398\u7b49\u3002\u5e73\u8861\u7684\u6837\u672c\u96c6\u6709\u52a9\u4e8e\u63d0\u9ad8\u68c0\u6d4b\u5668\u7684\u6cdb\u5316\u80fd\u529b\u548c\u9c81\u68d2\u6027\u3002<\/p>\n<\/p>\n

\u56db\u3001\u8bad\u7ec3\u7b56\u7565\u7684\u9009\u62e9<\/h3>\n<\/p>\n

\u8bad\u7ec3\u8fc7\u7a0b\u7684\u4f18\u5316<\/h4>\n<\/p>\n

\u9488\u5bf9HOG+LBP\u7b97\u6cd5\uff0c\u9009\u62e9\u5408\u9002\u7684\u8bad\u7ec3\u65b9\u6cd5\u548c\u4f18\u5316\u7b56\u7565\u81f3\u5173\u91cd\u8981\u3002\u53ef\u4ee5\u91c7\u7528SVM\u3001\u51b3\u7b56\u6811\u7b49\u673a\u5668\u5b66\u4e60<\/a>\u7b97\u6cd5\u6765\u8fdb\u884c\u8bad\u7ec3\u3002\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u91c7\u7528\u4ea4\u53c9\u9a8c\u8bc1\u3001\u53c2\u6570\u8c03\u4f18\u7b49\u65b9\u6cd5\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u9ad8\u68c0\u6d4b\u6027\u80fd\u3002<\/p>\n<\/p>\n

\u96c6\u6210\u5b66\u4e60\u7b56\u7565<\/h4>\n<\/p>\n

\u4e3a\u4e86\u63d0\u5347\u76ee\u6807\u68c0\u6d4b\u7684\u51c6\u786e\u7387\u548c\u9c81\u68d2\u6027\uff0c\u53ef\u4ee5\u91c7\u7528\u96c6\u6210\u5b66\u4e60\u7684\u7b56\u7565\uff0c\u5982\u968f\u673a\u68ee\u6797\u3001Adaboost\u7b49\u3002\u96c6\u6210\u5b66\u4e60\u901a\u8fc7\u7ec4\u5408\u591a\u4e2a\u68c0\u6d4b\u5668\u7684\u5224\u51b3\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u5347\u7cfb\u7edf\u7684\u6574\u4f53\u6027\u80fd\u3002<\/p>\n<\/p>\n

\u901a\u8fc7\u5bf9\u7279\u5f81\u9009\u62e9\u4e0e\u4f18\u5316\u3001\u68c0\u6d4b\u7a97\u53e3\u7684\u786e\u5b9a\u3001\u6b63\u8d1f\u6837\u672c\u7684\u9009\u62e9\u4e0e\u5e73\u8861\uff0c\u4ee5\u53ca\u8bad\u7ec3\u7b56\u7565\u7684\u6df1\u5165\u63a2\u8ba8\uff0c\u53ef\u4ee5\u4e3a\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u7684HOG+LBP\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5\u63d0\u4f9b\u79d1\u5b66\u3001\u6709\u6548\u7684\u65b9\u6cd5\u8bba\u652f\u6491\u3002\u5c24\u5176\u662f\u5728\u7279\u5f81\u9009\u62e9\u9636\u6bb5\uff0c\u901a\u8fc7\u5408\u7406\u8c03\u6574\u548c\u4f18\u5316\uff0c\u6211\u4eec\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u76ee\u6807\u68c0\u6d4b\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002<\/p>\n<\/p>\n

\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

1. HOG LBP\u7b97\u6cd5\u4e2d\uff0c\u5982\u4f55\u9009\u62e9\u9002\u5f53\u7684\u68c0\u6d4b\u5b50\u5c3a\u5bf8\u548c\u6bd4\u4f8b\uff1f<\/strong><\/p>\n

\u5728HOG LBP\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5\u4e2d\uff0c\u68c0\u6d4b\u5b50\u7684\u5c3a\u5bf8\u548c\u6bd4\u4f8b\u662f\u975e\u5e38\u91cd\u8981\u7684\u53c2\u6570\u3002\u4e3a\u4e86\u9009\u62e9\u9002\u5f53\u7684\u68c0\u6d4b\u5b50\u5c3a\u5bf8\u548c\u6bd4\u4f8b\uff0c\u6211\u4eec\u9700\u8981\u8003\u8651\u4e24\u4e2a\u56e0\u7d20\uff1a\u76ee\u6807\u5927\u5c0f\u548c\u56fe\u50cf\u7684\u5206\u8fa8\u7387\u3002\u901a\u5e38\uff0c\u8f83\u5c0f\u7684\u68c0\u6d4b\u5b50\u9002\u7528\u4e8e\u68c0\u6d4b\u8f83\u5c0f\u7684\u76ee\u6807\uff0c\u800c\u8f83\u5927\u7684\u68c0\u6d4b\u5b50\u9002\u7528\u4e8e\u68c0\u6d4b\u8f83\u5927\u7684\u76ee\u6807\u3002\u6b64\u5916\uff0c\u5bf9\u4e8e\u4f4e\u5206\u8fa8\u7387\u7684\u56fe\u50cf\uff0c\u8f83\u5927\u7684\u68c0\u6d4b\u5b50\u53ef\u80fd\u66f4\u9002\u5408\uff0c\u800c\u5bf9\u4e8e\u9ad8\u5206\u8fa8\u7387\u7684\u56fe\u50cf\uff0c\u8f83\u5c0f\u7684\u68c0\u6d4b\u5b50\u53ef\u80fd\u66f4\u9002\u5408\u3002<\/p>\n

2. \u5982\u4f55\u6839\u636e\u76ee\u6807\u7684\u5f62\u6001\u8bbe\u7f6eHOG LBP\u68c0\u6d4b\u5b50\u7684\u65b9\u5411\u548c\u7ef4\u5ea6\uff1f<\/strong><\/p>\n

HOG LBP\u76ee\u6807\u68c0\u6d4b\u7b97\u6cd5\u4e2d\u7684\u68c0\u6d4b\u5b50\u65b9\u5411\u548c\u7ef4\u5ea6\u662f\u7531\u76ee\u6807\u7684\u5f62\u6001\u6765\u51b3\u5b9a\u7684\u3002\u5982\u679c\u76ee\u6807\u5177\u6709\u660e\u663e\u7684\u65b9\u5411\u6027\u7279\u5f81\uff0c\u6bd4\u5982\u4eba\u4f53\u7b49\uff0c\u53ef\u4ee5\u8003\u8651\u8bbe\u7f6e\u591a\u4e2a\u65b9\u5411\u7684\u68c0\u6d4b\u5b50\u6765\u6355\u6349\u76ee\u6807\u7684\u4e0d\u540c\u65b9\u5411\u7279\u5f81\u3002\u53e6\u5916\uff0c\u76ee\u6807\u7684\u7ef4\u5ea6\u4e5f\u4f1a\u5f71\u54cd\u68c0\u6d4b\u5b50\u7684\u8bbe\u7f6e\u3002\u5982\u679c\u76ee\u6807\u5177\u6709\u8f83\u957f\u7684\u5bbd\u9ad8\u6bd4\uff0c\u53ef\u4ee5\u8003\u8651\u8bbe\u7f6e\u8f83\u957f\u7684\u68c0\u6d4b\u5b50\u6765\u66f4\u597d\u5730\u6355\u6349\u76ee\u6807\u7684\u7ec6\u8282\u7279\u5f81\u3002<\/p>\n

3. \u5982\u4f55\u6839\u636e\u6570\u636e\u96c6\u7684\u7279\u70b9\u4f18\u5316HOG LBP\u68c0\u6d4b\u5b50\u7684\u8bbe\u7f6e\uff1f<\/strong><\/p>\n

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