{"id":10181,"date":"2026-07-14T00:15:46","date_gmt":"2026-07-13T16:15:46","guid":{"rendered":"https:\/\/infernews.com\/blog\/real-world-panoramic-generation\/"},"modified":"2026-07-14T00:15:46","modified_gmt":"2026-07-13T16:15:46","slug":"real-world-panoramic-generation","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/real-world-panoramic-generation\/","title":{"rendered":"PanoWorld \u628a 360 \u5f71\u7247\u751f\u6210\u62c9\u56de\u771f\u5be6\u5834\u666f"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/panoworld_teaser.jpg\" alt=\"PanoWorld logo\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u505a 360\u00b0 \u5f71\u7247\u751f\u6210\uff0c\u6700\u6613\u7a7f\u5d29\u7684\u5f80\u5f80\u4e0d\u662f\u55ae\u5e40\u756b\u8cea\uff0c\u800c\u662f\u93e1\u982d\u8f49\u4e86\u4e00\u5927\u5708\u4e4b\u5f8c\uff0c\u5834\u666f\u8a18\u61b6\u662f\u5426\u4ecd\u7136\u9023\u8cab\u3002PanoWorld\u5c6c\u65bc<strong>\u4e16\u754c\u6a21\u578b\u517c\u5f71\u7247\u751f\u6210\u6a21\u578b<\/strong>\uff0c\u91dd\u5c0d\u5168\u666f world model \u7684 long-range memory \u554f\u984c\uff0c\u76ee\u6a19\u662f\u751f\u6210\u66f4\u7b26\u5408\u7a7a\u9593\u5e7e\u4f55\u8207\u7269\u7406\u4e00\u81f4\u6027\u7684 panoramic video\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u7684\u53d6\u5411\u5e7e\u660e\u78ba\uff1a\u4e0d\u662f\u55ae\u7d14\u8ffd\u6c42\u66f4\u77ed\u6642\u9593\u51fa\u7247\uff0c\u800c\u662f\u5229\u7528 omnidirectional representations \u7684 rotation-equivariant \u7279\u6027\uff0c\u5c07\u65cb\u8f49\u8996\u70ba\u96b1\u542b\u5e7e\u4f55\u8b8a\u63db\uff0c\u518d\u628a\u76f8\u6a5f\u8ecc\u8de1\u7c21\u5316\u6210\u56fa\u5b9a\u671d\u5411\u4e0b\u7684\u5e73\u79fb\u3002\u6838\u5fc3\u505a\u6cd5\u5305\u62ec <strong>Dense Panoramic Ray-Conditioning (DPRC)<\/strong> \u8207 <strong>Geometry-aware Memory Augmentation (GMA)<\/strong>\uff0c\u4e26\u5efa\u57fa\u65bc Wan2.2 backbone \u7684 triple-stream DiT\uff0c\u8655\u7406\u7576\u524d\u52d5\u4f5c\u5efa\u6a21\u8207\u9577\u7a0b\u8a18\u61b6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u968e\u6bb5\u516c\u958b\u8cc7\u8a0a\u8f03\u9069\u5408\u505a\u63a8\u7406\u6e2c\u8a66\u8207\u7d50\u679c\u9a57\u8b49\uff0c\u8a13\u7df4\u4ee3\u78bc\u4ecd\u672a\u91cb\u51fa\u3002\u74b0\u5883\u8981\u6c42\u4e5f\u4e0d\u7b97\u8f15\uff1aLinux\uff08\u5df2\u6e2c Ubuntu 22.04\uff09\u3001CUDA 12.8 \u4ee5\u4e0a\u3001Python 3.10\uff0c\u4e26\u9700\u8981\u81f3\u5c11 20GB VRAM \u7684 CUDA GPU\uff1bREADME \u4ea6\u63d0\u4f9b demo assets\uff0c\u53ef\u5148\u7528\u4f86\u8dd1 inference\uff0c\u89c0\u5bdf 81-frame \u8207 161-frame panoramic video \u7684\u751f\u6210\u8868\u73fe\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91cd\u9ede\u653e\u5728 long-range memory\uff0c\u800c\u975e\u53ea\u63d0\u5347\u55ae\u6bb5\u7247\u6bb5\u89c0\u611f<\/li>\n<li>\u53ef\u751f\u6210 81-frame\u3001161-frame \u7684 panoramic video<\/li>\n<li>\u8a55\u6e2c\u4f9d\u8a17 <strong>World360<\/strong>\uff0c\u6db5\u84cb\u771f\u5be6\u5168\u666f\u7121\u4eba\u6a5f\u7247\u6bb5\u8207 <strong>AirSim360<\/strong> \u6a21\u64ec\u8cc7\u6599<\/li>\n<li>\u5b98\u65b9\u8868\u793a\u5728 World360 \u4e0a\u660e\u986f\u52dd\u904e\u5176\u4ed6\u65b9\u6cd5\uff0c\u4f46\u76ee\u524d\u516c\u958b\u7d30\u7bc0\u4ee5\u5c55\u793a\u9801\u8207\u63a8\u7406\u8cc7\u6e90\u70ba\u4e3b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d7\u76ca\u6700\u660e\u986f\u7684\uff0c\u6703\u662f\u505a 360 \u5167\u5bb9\u751f\u6210\u3001\u6c89\u6d78\u5f0f\u8996\u89ba\u3001\u7121\u4eba\u6a5f\u8996\u89d2\u6a21\u64ec\uff0c\u6216\u7814\u7a76\u4e16\u754c\u6a21\u578b\u9577\u6642\u5e8f\u4e00\u81f4\u6027\u7684\u5718\u968a\u3002\u5b83\u672a\u5fc5\u662f\u6700\u5bb9\u6613\u90e8\u7f72\u7684\u9805\u76ee\uff0c\u4f46\u5b9a\u4f4d\u5f88\u6e05\u695a\uff1a\u7576\u4e00\u822c video model \u5728\u5927\u7bc4\u570d\u7a7a\u9593\u8b8a\u5316\u8207\u5149\u7167\u8b8a\u5316\u4e0b\u5bb9\u6613\u5931\u61b6\uff0cPanoWorld\u6b63\u9762\u8655\u7406\u9019\u500b\u75db\u9ede\uff0c\u4e26\u4e14\u9023\u540c <strong>World360<\/strong> \u4e00\u8d77\u628a\u8a55\u6e2c\u5834\u666f\u62c9\u8fd1\u771f\u5be6\u4e16\u754c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/lihaoy-ux.github.io\/panoworld-page\/\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/Insta360-Research-Team\/PanoWorld\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u505a\u6703\u8a18\u5f97\u8def\u5f91\u540c\u65b9\u4f4d\u7684\u5168\u666f\u751f\u6210\uff0cPanoWorld\u6bd4\u4e00\u822c\u77ed\u7247\u6a21\u578b\u66f4\u6709\u65b9\u5411\u611f\u3002\u5b83\u7784\u6e96\u9577\u8ddd\u96e2\u4e00\u81f4\u6027\uff0c\u91cd\u9ede\u4e0d\u53ea\u4fc2\u756b\u9762\u975a\uff0c\u4ef2\u8981\u524d\u5f8c\u5834\u666f\u8b1b\u5f97\u901a\u3002<\/p>\n","protected":false},"author":8,"featured_media":10180,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,179,31,132,168,152,120,141,186,196,199],"tags":[],"class_list":["post-10181","post","type-post","status-publish","format-standard","hentry","category-133","category-nvidia","category-video","category-3d","category-linux","category-python","category-120","category-141","category-186","category-196","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10181","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=10181"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10181\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10180"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10181"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10181"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10181"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}