Xử lý ảnh số - Nâng cao chất lượng ảnh part 5 pptx

... Thanh Giang – CTL501 7 CHƢƠNG I. KHÁI QUÁT VỀ XỬ LÝ ẢNH VÀ NÂNG CAO CHẤT LƢỢNG ẢNH TRONG MIỀN KHÔNG GIAN 1.1. Khái quát về xử lý ảnh 1.1.1. Xử lý ảnh là gì Quá trình xử lý ảnh được xem như ... Giang – CTL501 1 MỤC LỤC LỜI CẢM ƠN 3 DANH MỤC HÌNH ẢNH 4 PHẦN MỞ ĐẦU 6 CHƢƠNG I. KHÁI QUÁT VỀ XỬ LÝ ẢNH VÀ NÂNG CAO CHẤT LƢỢNG ẢNH TRONG MIỀN KHÔNG GIAN 7 1.1. Khái quát về xử lý ảnh 7 1.1.1. ... 1.1.1. Xử lý ảnh là gì 7 1.1.2. Một số vấn đề cơ bản trong xử lý ảnh 8 1.1.2.1. Một số khái niệm 8 1.1.2.3. Tăng cường ảnh 8 1.1.2.2. Biểu diễn ảnh 9 1.1.2.4. Biến đổi ảnh 9 1.1.2 .5. Nhận...

... x? lý ti?ng nói Nâng cao chất lượng tiếng nói liên quan đến việc cải thiện cảm nhận đối với tiếng nóibị suy giảm chất lượng do sự có mặt của nhiễu trong tiếng nói. Mục đích của nâng cao chất lượng ... toán nâng cao chất lượng tiếng nói là ta không có tínhiệu trước tín hiệu sạch s[n] nên ta không thể biết phổ của nó. Do đó ta không thể tínhđược priSNR mà trong các hệ thống nâng cao chất lượng ... priSNR là tham số rất cần thiết để ước lượng tín hiệu sạch. Trong các hệ thống nâng cao chất lượng giọngnói có thể ước lượng được priSNR và postSNR bằng cách cho các thông số thích hợp vàocác...

... chọn bằng 2.Nhập môn xử lý ảnh số - ĐHBK Hà nội 76 Chơng Bốn: xử lý và nâng cao chất lợng ảnh 4 xử lý và nâng cao chất lợng ảnh image enhancement Nâng cao chất lợng ảnh là một bớc quan ... a )ảnh màu cùng với lợc đồ xám. Chỉ số màu cao nhất:243.Nhập môn xử lý ảnh số - ĐHBK Hà nội 78 Chơng Bốn: xử lý và nâng cao chất lợng ảnh 2.397 0. 157 -0 .033 -0 .0 05 a = 2.4 15 b = 0.194 c = -0 .040 ... thông cao thờng đợc dùng làm trơn biên trớc khi tiến hành các thao tác với biên ảnh. Dới đây là một số mặt nạ dùng trong lọc thông cao: -1 -1 -1 0 -1 0 1 -2 1(1) -1 9 -1 (2) -1 5 -1 (3) -2 5 -2 ...

... Dưới đây là một số mặt nạ dùng trong lọc thông cao: -1 -1 -1 0 -1 0 1 -2 1(1) -1 9 -1 (2) -1 5 -1 (3) -2 5 -2 -1 -1 1 0 -1 0 1 - 2 1 Hình 4.13. Một số nhân chập trong lọc thông cao. Các nhân ... ước lượng ML, MAP có thể tính được khi giải các phương trình sau: ûML: πDR -1 [v-f(πûML)] = 0 ( 4-7 5) 26Obj 150 Obj 151 Obj 152 Obj 153 Obj 154 Chương Bốn: XỬ LÝ VÀ NÂNG CAO CHẤT LƯỢNG ẢNH Trừ ảnh ... sang ảnh mức xám)b) Ảnh qua lọc trung bìnhNhập môn xử lý ảnh số - ĐHBK Hà nội 9 Obj120Obj121Chương Bốn: XỬ LÝ VÀ NÂNG CAO CHẤT LƯỢNG ẢNH a) Ảnh nguồn cùng lược đồ xám. Chỉ số màu cao nhất...

...

... Chương Bốn: XỬ LÝ VÀ NÂNG CAO CHẤT LƯỢNG ẢNH 4 XỬ LÝ VÀ NÂNG CAO CHẤT LƯỢNG ẢNH IMAGE ENHANCEMENT Nâng cao chất lượng ảnh là một bước quan trọng, tạo tiền đề cho xử lý ảnh. Mục đích chính ... cao thường được dùng làm trơn biên trước khi tiến hành các thao tác với biên ảnh. Dưới đây là một số mặt nạ dùng trong lọc thông cao: -1 -1 -1 0 -1 0 1 -2 1(1) -1 9 -1 (2) -1 5 -1 (3) -2 5 ... hình hoá Trơn ảnh lược đồHình 4.1. Các kỹ thuật cải thiện ảnh NhËp m«n xö lý ¶nh sè - §HBK Hµ néi 75 Chương Bốn: XỬ LÝ VÀ NÂNG CAO CHẤT LƯỢNG ẢNH với máy ảnh (γ =-1 ) ta có v(x,y) = -log w + αη1(x,y)...

... 3(10) (50 ) 25 25 4 3(20) (60) 25 25 5 4(30) (70) 25 25 3(40) 25 r rr rr rrH HH HH HH= == == == 3 18(10) (50 ) 25 25 7 21(20) (60) 25 25 12 25 (30) (70) 25 25 15 (40) 25 c cc ... giãn. Chương 3: Xử Lý Nâng Cao Chất Lượng Ảnh 59 chất của nhiễu (thường tương ứng với tần số cao) và từ cơ sở lý thuyết lọc là: bộ lọc chỉ cho tín hiệu có tần số nào ñó thông qua ... hình). Từ bản Chương 3: Xử Lý Nâng Cao Chất Lượng Ảnh 57 b) Nhân biểu ñồ xám tích lũy cho hệ số tỉ lệ L-1 / N rồi làm tròn số c) Với mỗi giá trị ñộ sáng của ảnh gốc, giá trị mới ở vị...

... 3 1 0 4 5 6 2 5 7 0 1 2 7 0 0 0 34 5 2 4 5 6 7 0 32 1 6 3 4 5 6 2 73 6 2 5 3 7 0 3 17 5 4 3 7 4 2 1 02 5 2 1 0 0 7 4 3 5 4 3 6 1 5 6 7 30 3 1 5 4 0 6 4 4 5 4 6 7 3 2 1 5 20 7 6 5 0 7 7 ... ảnh đầu ra.Log0 L-1L/4 L/2 3L/4L/4L/23L/4L-1Cấp xám đầu raCấp xám đầu vào Nâng cao chất lƣợng ảnh là bước cần thiết trong xử lý ảnh nhằm hoàn thiện một số đặc tính của ảnh. Nâng cao ... src="data:image/png;base64,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 758 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 158 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 959 erVv//7v5+dnd3c3AyHw/Cz7Xb7+fPnz58//+qrrzqdTm3gCE+8MC4xHA4Hg0EIHI1Go9fr9fv9drsdnmzhZXgm//1xLWTByWTy9u3bV69evX79+vXr12/evKmq6vnz58+ePRsMBq9fvx6NRvP5/ODgYGdnJwwumeAQOAAAgE8vfJc7TGfc3NwMBoPhcDgej/v9flVV67uirM8cDecyNpvNm5ubi4uL8E663W54sFgsQvj429/+9urVqzdv3oQzR8P3uheLRa/X++abb9Y7X6z/41SW5XQ6vb29vbi4ePXq1dnZ2Xg8nkwmYZtJaBCtVuvo6OjjXU73u0Z4GZ6c4Tk8Go1Cj1sul+HW0WFDSqfT6fV6n+SDDx/karWaTCZhcCMMK11dXb19+/bt27er1Sqctnt5efnXv /51 OBx+/fXX4bPznBc4kubpCwBA1MJhGaPR6PLy8vLyMjSI3d3dg4OD/f39cGW4s7MT8sd4PB6NRoPBIGxRGY/H4erxyZMn4epxMpmcn59/9913Nzc3R0dHYQak0+mUZXlxcXF+fn50dLS3txf2CNif8mgtFovhcHhzcxO2OB0fH3 /55 Ze7u7uhU6xWq/D0C7c4eeD9rA/yuLy8PD8/r6qq3W6HQYk8z1utVjhMNByR+8mu8aoq/Kl5+/btjz/++OOPPy6Xy2az+fTp093d3S+//DIMj2RZFv7s5Hm+3hfjCF6BAwAA+IyBY70z5c2bN91u99mzZ8+ePet2u+HKsN/vh+u38XgcvkkeDhG4vb0djUbtdrvb7T 558 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 05+ +/PLLL7744vDwMHxGeZ4XRRH2p4Qb1oZja3zdtwkcAAAAv+ZSbbVahcDx5s2b09PTk5OTcI7ALw7ShztfTCaT2WzWaDSePn16enoaAkcIIiFkhMDR7XZD4Fgul6vVqtvtnp6etlqtUEDWQcQX4nEKp2P0+/2iKMqynM/noYU1m81+v9/pdMJAUHjCPPB+Qrbo9XpPnz7N83yxWITTYcLPttvtw8PDMCj0SW7OGhrffD4/Ozv7 85/ 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 35/ P5/i5ZVme59m2naZpmqZFUcDT0Wq1ZFm2bftKwQKNLUVRzOfzs7OzXq9Xr9erqjIMQ9O0l2NbEEab6XQ6Ho+n02mn0xE5JsxqJeTCA60sy8lk8uOPP/73f/83TByGYezt7e3v7+/s7EiSZNv289t3ChyEEEIIIYRIj+jgWK1WRVHEcTwYDD58+DAej/HzIAg6nU4YhkmSzOfzOI6TJIHS4XkeyvUr3xACRxRF5+fn79+/73a7tm2HYfiibAsiCxaL0r1eT1EUx3EgDKmqymuYkPWnEASOH3744d///d+LopAkybKs3/3ud4vFAsaxZ7njFDgIIYQQQgh5nIoCzSmTyaTX6/X7/aIogiBwXRcvcBwnDEPf9y3Lsm17PB7P5/N+v2+aZrfbnc/ntVrNNE0hW+Dd8jw/Pz8/Ozsbj8dpmrqu63lerVbTNO1FCRwwa+AQwb0ym81+/fXXKIqazWaj0TAMg70q5Fmy3kO34WxpqH6+77 958 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 553 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 /58 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 559 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 756 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 755 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 755 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 458 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 150 NptFA+A4FHb75hRwAADA0xIf815dXUULidgqxE4+HhBBwz29MGInU61Wo69BdKO46xtFhhIfYkdLi9iTFAqFrHlB7P/vH+D6Z5+3jxczHo/n83m1Wu31evHRdz6fjxcW+9WLi4t3797t7+8Ph8NKpbKzs7O1tZV9dr382mK4RozAjNwkeijGKZtPvcDlD8azIz9fcr 35/ 998Ph+NRkdHR/HMMR/3g0cbYq8bGUGv14tRHQ/p3vqt7vYwHo9PTk729/fjurKTRxHzxTb79PR0b28vl8ttbW1tb29vbGysra3dP2z19iXHg7MynDjTsbKyEjd5zCU5OTmJOyGKm7IhNR9dw6yn6eXl5dnZ2eHhYa1W63a7tVot2n9Gw9G4me/PHx94k9y+zCjXqlarcbot0o2IbLKeLB995viq4XB4cnJycHAQgdra2lr2Q3fj7YvhvoPB4PT0dDKZxCI/5iNRAg4AAPhLA475fJ5N7lgOOGIS5D17nijHqFarg8FgecTj7W+UFS/EP5vNZtacMtt3Zf/l/oDjL1iWq6uryWSyWCzq9frm5mar1YqptLFdHA6Hx8fHh4eHu7u7+/v74/F4Y2NjfX19a2srOqTe+DA5FnkymUTHitFoFHND7wo4vq3obnB4eFgul7vdbrfbjcu//cgY5Nntdre2tsbjcb/fj1MSj/OwQHZ3XV5eRsDx7NmzSOhiIz2ZTKKyY3d3d3d39+TkpFgsvnz58ocfftjc3Ox0OnFi4lO/7/IhlOhmkv0gXF1dHR8fZ+e2opdEdHL9aDSQ/UxFwHF0dNTpdOIHMP4qC1Zu/JR9LdmRnJi/U6vVIkOJ1x+NQh/yPJHRDAaDOO40nU5brVan04mSk9tv33A4PDg4ODk5GQ6HMd9n+YyVgAMAAJ50wBFTTrNpCDHoIdvD3L9niC1uPD6bgHDXZix6EMRYin6/vxxnZJ074iV9Rt/Qr7ssUcGRy+WiI0kWcMRn5hcXF/v7+69fvz48PDw4OIhzOs+fP19fX49zBzeeMDai4/E4hpKMRqP5fP5oA47YQx4eHjabzfX19fX19WzCyA0Rb3W73QiD2u12HOJ4tIcFYp8fAcfe3t7l5WVcQgQccSzl6Ojojz/++O2336bTabfbzQKObrf7ecUysfGO/qP1ej2bW3R+fn50dHR8fBx/VSqV4pxFbqnL7Ed/eONGPT8/Pzw8XF9fzw5VZVNackvtSL96wBGifensvZhs8vCMMi4hAo69vb18Pv/DDz/EdJsbixBv32Aw2Nvbi0dmy/Wp86QEHAAA8H0GHNFHM5uUcX//ixs7nOyIynw+j6EGo9FoPB7fGGEb3+Xy8jLaAZydnUURezbPYjweNxqNarXabDZjO/0NtyvZdjRrAnp2dvbq1auDg4P44P38/Pzk5CTK42N6aMxPaTQaN8asZBuzaAYZ7UVjBGys9iMJOLLeCo1GI9qINJvNZrNZr9ezUyd35VZZxc1oNNrd3Y1UKJpBfMYk4z/7nY2bttlsdjqd+Xx+cHAQacLq6mo0yDg/P7+8vMzlcrVardfrPXv2bH19/Uvac2b78Gzq6srKSpzLGI1GUf4QCzWbzaJVZ4QgN4byfnDx48xXVHC8ffu2Wq1eXFzEA969excNO7PU8iHNX7Pqj3gN0+n0gTlFFk1GWUexWLy/AXD8Qoiw6eTkZHd3d29vbzAYrKysnJ6eHhwcxFGpg4ODG8//9u3bN2/enJ6ettvtaHca1+WICgAACDhmMcYyehN+0pY79upRwbFYLC4uLgaDQUxLiSEpywFHNK04Pj7e3d2dzWanp6dv3ryJ/x4tLdbW1vr9fmwmY9PyDXf7sdWfTCbD4XA4HA4Gg1evXsUHyFHtElviXq8XB1i2trZqtVo0ULj9hNGAI06mRHwTEUC1Wv3oB/V/WboRr6rX611fX7948eLly5fPnj2Lhql3Ff/HZ+/D4TA22NfX1wcHB//5z39evHgRVQ+xu35U6cbKykq73f7hhx+iQufXX3/97bffIl9Y7hnR7/cbjUY04Ihd9NeNz3K5XLVa7Xa7URkUyxvtXabTabwjjUaj2WzeE3BkuWFUcOTz+WhgEQ+IWy6Gp3Q6ndvTcO+y3Nrj7OzsgzVZ9yQjMXm30WjcX8QxHo8PDg729/f39vbin2/fvp1MJvl8fnd3N5/Px7zqbOWzgq8ISa+vr+M8XRTgJP17WMDx2P9HaQkAAFIJOKIkIdqLtlqt+5tu3BZ1H1HBEUFAZBzxV8s74QgL4nPm4XD45s2bcrkcm7RCobCxsbG5ufnixYss4Pi2FRwRcAyHw7iuo6Ojo6OjwWAQu6y1tbXnz5/v7Oz0er0YDRvFDncVniwHHPGJfdRHRDvGx7Dzj4Cj2Wz2+/2VlZXnz5+/fPlyfX29VqvdNaczt9Q94fT0NCaSTiaTyWTyz3/+s1QqNRqNKJd4PMdwYvJuq9V68eLFYrF49erVr7/+enZ2FhcY1SudTqfb7fb7/X6/H7flXSd0vuRlxMmOWPMogYnBtIPBIHrixJ12f7ByI+AYDAZv377NXmo0f+10Os1ms91ut1qt5czx/qedTqcXFxcHBwe7u7tR4fXwXym9Xm9lZSV6nd7zyMlkcnBw8N///vf169dv377d29u7uLiI1Ondu3enp6dRBrJ888SaRDubarW6tbVVrVajbErAAQAATzfXiGLv6AUQ8w5KpVLWeuPhG+NoPxF9SWPrHudQCoXC8rPF/jmGm1ar1ah7j81MLpeLIwPb29vPnj2L2ZDftq4hCjTiw+Go7S8UCllXjuw1x6yH6M7wwZmvWYvH7BzBYrFoNpuRJX3JZa6srMSm7qtkB/E+xqva3Nys1+sxN+T+8o3c+3mr5+fn0+k0cpBsbu 75+ 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.2....

... MỘT SỐ KỸ THUẬT NÂNG CAO CHẤT LƯỢNG ẢNH VÀ ỨNG DỤNG ĐỒ ÁN TỐT NGHIỆP Sv: Trần Thị Phượng – CT1002 37 Hình 4.1.4 Phiếu kết quả sau khi xoay ảnh TÌM HIỂU MỘT SỐ KỸ THUẬT NÂNG CAO CHẤT LƯỢNG ẢNH ... một số nhân chập sau : TÌM HIỂU MỘT SỐ KỸ THUẬT NÂNG CAO CHẤT LƯỢNG ẢNH VÀ ỨNG DỤNG ĐỒ ÁN TỐT NGHIỆP Sv: Trần Thị Phượng – CT1002 15 tác với biên ảnh. Một số mặt nạ dùng trong lọc thông cao ... thực hiện được các nội dung chính sau: Tìm hiểu về một số kĩ thuật toán nâng cao chất lượng ảnh: Nghiên cứu ứng dụng nâng cao chất lượng ảnh cho bài toán nhận dạng phiếu kết quả thi TOEIC tại...

... cách nâng cao chất lượng phụcvụ để tạo sự khác biệt. Vậy nâng cao chất lượng phục vụ có những ý nghĩa sau:1.3 .5. 1 Nâng cao chất lượng dịch vụ giúp gia tăng lợi nhuận cho nhà hàng Chất lượng ... có chất lượng cao. Vậy để nâng cao vị thếcạnh tranh cũng như nâng cao giá bán mà vẫn được khách hàng chấp nhận thìbuộc các nhà quản trị phải tìm cách nâng cao chất lượng phục vụ.1.3 .5. 3 Nâng ... hàngvề chất lượng dịch vụ. Vì thế, để nâng cao chất lượng dịch vụ, các nhà quản trịcần phải cải tiến cả chất lượng kỹ thuật và chất lượng chức năng theo nhữngthay đổi của khách hàng.1.3.2.4 Chất...