{"id":50471,"date":"2026-03-07T09:00:24","date_gmt":"2026-03-07T02:00:24","guid":{"rendered":"https:\/\/news.ict.mahidol.ac.th\/th\/?p=50471"},"modified":"2026-03-09T12:14:21","modified_gmt":"2026-03-09T05:14:21","slug":"deep-learning-for-face-re-id-and-liveness-detection-for-ttb-staff","status":"publish","type":"post","link":"https:\/\/news.ict.mahidol.ac.th\/th\/deep-learning-for-face-re-id-and-liveness-detection-for-ttb-staff\/","title":{"rendered":"\u0e04\u0e13\u0e30 ICT \u0e21.\u0e21\u0e2b\u0e34\u0e14\u0e25 (ICT Mahidol) \u0e08\u0e31\u0e14\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21 \u201c\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23 Deep Learning for Face Re-ID and Liveness Detection\u201d \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e1a\u0e38\u0e04\u0e25\u0e32\u0e01\u0e23\u0e18\u0e19\u0e32\u0e04\u0e32\u0e23\u0e17\u0e2b\u0e32\u0e23\u0e44\u0e17\u0e22\u0e18\u0e19\u0e0a\u0e32\u0e15 \u0e08\u0e33\u0e01\u0e31\u0e14 (\u0e21\u0e2b\u0e32\u0e0a\u0e19) (TTB)"},"content":{"rendered":"<div id=\"cmsmasters_row_ld7a87j5j9\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div id=\"cmsmasters_column_ew8ip7ww7s\" class=\"cmsmasters_column one_first\">\n<div class=\"cmsmasters_column_inner\"><div class=\"cmsmasters_text\">\n<p style=\"text-align: justify;\">\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07\u0e27\u0e31\u0e19\u0e17\u0e35\u0e48 7, 14, 21, 28 \u0e01\u0e38\u0e21\u0e20\u0e32\u0e1e\u0e31\u0e19\u0e18\u0e4c 2569 \u0e41\u0e25\u0e30\u0e27\u0e31\u0e19\u0e17\u0e35\u0e48 7 \u0e21\u0e35\u0e19\u0e32\u0e04\u0e21 2569 \u0e04\u0e13\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e48\u0e2d\u0e2a\u0e32\u0e23 \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e34\u0e14\u0e25 (ICT Mahidol) \u0e08\u0e31\u0e14\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21 \u201c\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23 Deep Learning for Face Re-ID and Liveness Detection\u201d \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e1a\u0e38\u0e04\u0e25\u0e32\u0e01\u0e23\u0e18\u0e19\u0e32\u0e04\u0e32\u0e23\u0e17\u0e2b\u0e32\u0e23\u0e44\u0e17\u0e22\u0e18\u0e19\u0e0a\u0e32\u0e15 \u0e08\u0e33\u0e01\u0e31\u0e14 (\u0e21\u0e2b\u0e32\u0e0a\u0e19) (TTB) \u0e42\u0e14\u0e22\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a\u0e40\u0e01\u0e35\u0e22\u0e23\u0e15\u0e34\u0e08\u0e32\u0e01 \u0e23\u0e28. \u0e14\u0e23.\u0e27\u0e23\u0e1e\u0e31\u0e19\u0e18\u0e4c \u0e04\u0e39\u0e48\u0e2a\u0e01\u0e38\u0e25\u0e19\u0e34\u0e23\u0e31\u0e19\u0e14\u0e23\u0e4c \u0e1b\u0e23\u0e30\u0e18\u0e32\u0e19\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e1b\u0e23\u0e31\u0e0a\u0e0d\u0e32\u0e14\u0e38\u0e29\u0e0e\u0e35\u0e1a\u0e31\u0e13\u0e11\u0e34\u0e15 \u0e2a\u0e32\u0e02\u0e32\u0e27\u0e34\u0e0a\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e32\u0e23\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c \u0e41\u0e25\u0e30\u0e2b\u0e31\u0e27\u0e2b\u0e19\u0e49\u0e32\u0e01\u0e25\u0e38\u0e48\u0e21\u0e27\u0e34\u0e08\u0e31\u0e22 Medical Informatics Research Clusters (MI) \u0e41\u0e25\u0e30\u0e01\u0e25\u0e38\u0e48\u0e21\u0e27\u0e34\u0e08\u0e31\u0e22 Machine Vision and Information Transfer (MVIT) \u0e40\u0e1b\u0e47\u0e19\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e23\u0e16\u0e48\u0e32\u0e22\u0e17\u0e2d\u0e14\u0e2d\u0e07\u0e04\u0e4c\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e14\u0e49\u0e32\u0e19\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e14\u0e49\u0e32\u0e19\u0e01\u0e32\u0e23\u0e23\u0e30\u0e1a\u0e38\u0e15\u0e31\u0e27\u0e15\u0e19\u0e1a\u0e38\u0e04\u0e04\u0e25\u0e14\u0e49\u0e27\u0e22\u0e43\u0e1a\u0e2b\u0e19\u0e49\u0e32 (Face Recognition \/ Face Re-ID) \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e15\u0e23\u0e27\u0e08\u0e08\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1b\u0e25\u0e2d\u0e21\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e1a\u0e2b\u0e19\u0e49\u0e32 (Liveness Detection) \u0e43\u0e2b\u0e49\u0e41\u0e01\u0e48\u0e1a\u0e38\u0e04\u0e25\u0e32\u0e01\u0e23\u0e08\u0e32\u0e01\u0e18\u0e19\u0e32\u0e04\u0e32\u0e23\u0e17\u0e2b\u0e32\u0e23\u0e44\u0e17\u0e22\u0e18\u0e19\u0e0a\u0e32\u0e15 \u0e08\u0e33\u0e01\u0e31\u0e14 (\u0e21\u0e2b\u0e32\u0e0a\u0e19) \u0e17\u0e31\u0e49\u0e07\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a\u0e2d\u0e2d\u0e19\u0e44\u0e25\u0e19\u0e4c\u0e1c\u0e48\u0e32\u0e19\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 Microsoft Teams \u0e41\u0e25\u0e30\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a\u0e2d\u0e2d\u0e19\u0e44\u0e0b\u0e15\u0e4c \u0e13 \u0e04\u0e13\u0e30 ICT \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e34\u0e14\u0e25 \u0e28\u0e32\u0e25\u0e32\u0e22\u0e32<\/p>\n<p style=\"text-align: justify;\">\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21\u0e14\u0e31\u0e07\u0e01\u0e25\u0e48\u0e32\u0e27\u0e21\u0e35\u0e27\u0e31\u0e15\u0e16\u0e38\u0e1b\u0e23\u0e30\u0e2a\u0e07\u0e04\u0e4c\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e40\u0e2a\u0e23\u0e34\u0e21\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e04\u0e27\u0e32\u0e21\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e20\u0e32\u0e1e\u0e14\u0e34\u0e08\u0e34\u0e17\u0e31\u0e25 \u0e42\u0e04\u0e23\u0e07\u0e02\u0e48\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e2a\u0e32\u0e17\u0e40\u0e17\u0e35\u0e22\u0e21 \u0e41\u0e25\u0e30\u0e41\u0e19\u0e27\u0e04\u0e34\u0e14\u0e02\u0e2d\u0e07 Deep Learning \u0e15\u0e25\u0e2d\u0e14\u0e08\u0e19\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e17\u0e31\u0e01\u0e29\u0e30\u0e43\u0e19\u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a \u0e2a\u0e23\u0e49\u0e32\u0e07 \u0e41\u0e25\u0e30\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25 Convolutional Neural Networks (CNN) \u0e43\u0e2b\u0e49\u0e1c\u0e39\u0e49\u0e40\u0e02\u0e49\u0e32\u0e2d\u0e1a\u0e23\u0e21\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e01\u0e23\u0e30\u0e1a\u0e27\u0e19\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e23\u0e30\u0e1a\u0e1a Face Re-Identification \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e22\u0e38\u0e01\u0e15\u0e4c\u0e43\u0e0a\u0e49 CNN \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e17\u0e33 Feature Extraction \u0e2d\u0e35\u0e01\u0e17\u0e31\u0e49\u0e07\u0e22\u0e31\u0e07\u0e44\u0e14\u0e49\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u0e40\u0e17\u0e04\u0e19\u0e34\u0e04\u0e01\u0e32\u0e23\u0e15\u0e23\u0e27\u0e08\u0e08\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1b\u0e25\u0e2d\u0e21\u0e41\u0e1b\u0e25\u0e07\u0e43\u0e1a\u0e2b\u0e19\u0e49\u0e32 \u0e17\u0e31\u0e49\u0e07\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a 2D \u0e41\u0e25\u0e30 3D \u0e23\u0e27\u0e21\u0e16\u0e36\u0e07\u0e01\u0e32\u0e23\u0e19\u0e33\u0e2d\u0e07\u0e04\u0e4c\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e44\u0e1b\u0e1b\u0e23\u0e30\u0e22\u0e38\u0e01\u0e15\u0e4c\u0e43\u0e0a\u0e49\u0e43\u0e19\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e08\u0e23\u0e34\u0e07\u0e44\u0e14\u0e49\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e<\/p>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_x8l6t17cj\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div id=\"cmsmasters_column_ta2v9g3a3j\" class=\"cmsmasters_column one_first\">\n<div class=\"cmsmasters_column_inner\"><div id=\"cmsmasters_gallery_y12gbmqjbl\" class=\"cmsmasters_gallery_wrap\" data-type=\"grid\" data-count=\"0\"><ul class=\"cmsmasters_gallery cmsmasters_3 cmsmasters_more_items_loader\"><li class=\"cmsmasters_gallery_item\"><figure><a href=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_1.jpg\" rel=\"ilightbox[y12gbmqjbl]\"><img loading=\"lazy\" decoding=\"async\" width=\"1140\" height=\"855\" src=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_1.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_1.jpg 1140w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_1-300x225.jpg 300w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_1-1024x768.jpg 1024w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_1-768x576.jpg 768w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_1-580x435.jpg 580w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_1-860x645.jpg 860w\" sizes=\"auto, (max-width: 1140px) 100vw, 1140px\" \/><\/a><\/figure><\/li><li class=\"cmsmasters_gallery_item\"><figure><a href=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_2.jpg\" rel=\"ilightbox[y12gbmqjbl]\"><img loading=\"lazy\" decoding=\"async\" width=\"1140\" height=\"855\" src=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_2.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_2.jpg 1140w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_2-300x225.jpg 300w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_2-1024x768.jpg 1024w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_2-768x576.jpg 768w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_2-580x435.jpg 580w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_2-860x645.jpg 860w\" sizes=\"auto, (max-width: 1140px) 100vw, 1140px\" \/><\/a><\/figure><\/li><li class=\"cmsmasters_gallery_item\"><figure><a href=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2026\/03\/07.03.2026_Deep-Learning-for-Face-Re-ID-and-Liveness-Detection-for-TTB-Staff_3.jpg\" rel=\"ilightbox[y12gbmqjbl]\"><img loading=\"lazy\" decoding=\"async\" width=\"1140\" height=\"855\" 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