{"id":28,"date":"2024-05-13T15:19:34","date_gmt":"2024-05-13T15:19:34","guid":{"rendered":"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/?page_id=28"},"modified":"2024-12-17T00:50:49","modified_gmt":"2024-12-17T00:50:49","slug":"experiment","status":"publish","type":"page","link":"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/experiment\/","title":{"rendered":"Experiment"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Dataset Preview<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"528\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-47-Official_DSR-Official_DSR.pdf-1024x528.png\" alt=\"\" class=\"wp-image-76\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-47-Official_DSR-Official_DSR.pdf-1024x528.png 1024w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-47-Official_DSR-Official_DSR.pdf-300x155.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-47-Official_DSR-Official_DSR.pdf-768x396.png 768w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-47-Official_DSR-Official_DSR.pdf-1536x792.png 1536w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-47-Official_DSR-Official_DSR.pdf.png 1559w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"504\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-27-Official_DSR-Official_DSR.pdf-1024x504.png\" alt=\"\" class=\"wp-image-79\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-27-Official_DSR-Official_DSR.pdf-1024x504.png 1024w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-27-Official_DSR-Official_DSR.pdf-300x148.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-27-Official_DSR-Official_DSR.pdf-768x378.png 768w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-27-Official_DSR-Official_DSR.pdf-1536x755.png 1536w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/05\/Screenshot-2024-05-13-at-12-53-27-Official_DSR-Official_DSR.pdf.png 1627w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Main Result<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"556\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-1024x556.png\" alt=\"\" class=\"wp-image-187\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-1024x556.png 1024w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-300x163.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-768x417.png 768w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-1536x834.png 1536w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-2048x1112.png 2048w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-1000x543.png 1000w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-230x125.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-350x190.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-7-480x261.png 480w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Qualitative Comparison <\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"921\" height=\"889\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image.png\" alt=\"\" class=\"wp-image-169\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image.png 921w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-300x290.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-768x741.png 768w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-230x222.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-350x338.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/image-480x463.png 480w\" sizes=\"auto, (max-width: 921px) 100vw, 921px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Quantitative Comparison <\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"271\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.56.49-1024x271.png\" alt=\"\" class=\"wp-image-164\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.56.49-1024x271.png 1024w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.56.49-300x79.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.56.49-768x203.png 768w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.56.49-1000x265.png 1000w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.56.49-230x61.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.56.49-350x93.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.56.49-480x127.png 480w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.56.49.png 1482w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Novel Time Synthesis<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"696\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.00.png\" alt=\"\" class=\"wp-image-161\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.00.png 740w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.00-300x282.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.00-230x216.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.00-350x329.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.00-480x451.png 480w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Near-Novel View Synthesis<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"434\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.13.png\" alt=\"\" class=\"wp-image-162\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.13.png 740w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.13-300x176.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.13-230x135.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.13-350x205.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.13-480x282.png 480w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Ablation Study<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u2013 depth is the most crucial factor<\/strong><\/li>\n\n\n\n<li><strong>\u2013 feature slightly hurts rgb quality, but helps tracking&nbsp;<\/strong><\/li>\n\n\n\n<li><strong> <\/strong><strong>\u2013 feature-based motion bases are more robust in both train eval and novel-view eval<\/strong><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"504\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.37-2.png\" alt=\"\" class=\"wp-image-157\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.37-2.png 740w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.37-2-300x204.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.37-2-230x157.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.37-2-350x238.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.37-2-480x327.png 480w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"584\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.26.png\" alt=\"\" class=\"wp-image-159\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.26.png 740w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.26-300x237.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.26-230x182.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.26-350x276.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.26-480x379.png 480w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"450\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.47-1.png\" alt=\"\" class=\"wp-image-158\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.47-1.png 740w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.47-1-300x182.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.47-1-230x140.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.47-1-350x213.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.47-1-480x292.png 480w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">More results <\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"520\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.57-1024x520.png\" alt=\"\" class=\"wp-image-153\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.57-1024x520.png 1024w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.57-300x152.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.57-768x390.png 768w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.57-1000x508.png 1000w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.57-230x117.png 230w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.57-350x178.png 350w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.57-480x244.png 480w, https:\/\/mscvprojects.ri.cmu.edu\/2024team6\/wp-content\/uploads\/sites\/104\/2024\/12\/Screenshot-2024-12-15-at-15.57.57.png 1462w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Dataset Preview Main Result Qualitative Comparison Quantitative Comparison Novel Time Synthesis Near-Novel View Synthesis Ablation Study More results<\/p>\n","protected":false},"author":203,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-28","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Experiment - Why is Sparse-View 4D Reconstruction Hard?<\/title>\n<meta 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