【文章內(nèi)容簡(jiǎn)介】 subplot(222)。image(X1)。colormap(map1)。 title(39。woman39。)。 %用小波函數(shù) sym4 對(duì) X1 進(jìn)行 2 層小波分解 [c1,s1]=wavedec2(X1,2,39。sym439。)。 %對(duì)分解系數(shù)進(jìn)行處理以突出輪廓部分，弱化細(xì)節(jié)部分 sizec1=size(c1)。 for i=1:sizec1(2) c1(i)=*c1(i)。 end %用小波函數(shù) sym4 對(duì) X2 進(jìn)行 2 層小波分解 [c2,s2]=wavedec2(X2,2,39。sym439。)。 %下面進(jìn)行小波變換域的圖像融合 c=c1+c2。 %減小圖像亮度 c=*c。 %對(duì)融合的系數(shù)進(jìn)行重構(gòu) xx=waverec2(c,s1,39。sym439。)。 %畫出融合后的圖像 subplot(223)。image(xx)。 title(39。wbarb 和 woman 的融合圖像 39。)。 去噪和銳化仿真 結(jié)果 ： 原始圖像 X50 100 150 200 25050100150200250含噪聲的圖像 X n o i s e50 100 150 200 25050100150200250去噪后的圖像50 100 150 200 25050100150200250銳化去噪后的圖像50 100 150 200 25050100150200250 圖像壓縮 仿真 結(jié)果 ： 原始圖像50 100 150 200 25050100150200250分解后低頻和高頻信息100 200 300 400 500100200300400500第一次壓縮20 40 60 80 100 12020406080100120第二次壓縮20 40 60204060 Matlab 輸出： 壓縮前圖像 X 的大?。? Name Size Bytes Class X 256x256 524288 double array Grand total is 65536 elements using 524288 bytes 第一次壓縮圖像的大小為： Name Size Bytes Class ca1 135x135 145800 double array Grand total is 18225 elements using 145800 bytes 第二次壓縮圖像的大小為： Name Size Bytes Class ca2 75x75 45000 double array Grand total is 5625 elements using 45000 bytes 圖像融合 仿真 結(jié)果 ： w b a r b50 100 150 200 25050100150200250w o m a n50 100 150 200 25050100150200250w b a r b 和 w o m a n 的融合圖像50 100 150 200 25050100150200250 3 結(jié)束語(yǔ) 本文詳細(xì)討論 了 小波在圖像處理領(lǐng)域的應(yīng)用， 并用 Matlab 進(jìn)行了仿真， Matlab 語(yǔ)言對(duì)數(shù)字圖像進(jìn)行處理時(shí)具有編程簡(jiǎn)單、處理速度快的特點(diǎn)，結(jié) 果顯示用小波變換理論進(jìn)行圖像處理可以取得較好的效果。 在本文中只是實(shí)現(xiàn)了圖像處理的基本功能 ,對(duì)于處理效果還有待改善 ,在后續(xù)進(jìn)一步研究中可以選用更合適的小波基和算法進(jìn)行處理 ,以使處理效果更佳 , 參考文獻(xiàn) [1] 李朝暉、 張弘編 .數(shù)字圖像處理及應(yīng)用 [M].北京 :機(jī)械工業(yè)出版社 ， 2021（ 06） . [2] 張亶 、 陳剛編 .基于偏微分方程的圖像處理 [M].北京 :高等教育出版社 ， 2021(01). [3] 崔錦泰 (著 )，程正興 (譯 )．小波分析導(dǎo)論 [M]．西安：西安交通大學(xué)出版社， 1995 [4] 龔聲蓉、劉純平、王強(qiáng)編 .數(shù)字圖像的處理與分析 [M]．北京：清華大學(xué)出版社 2021． 您好，為你提供優(yōu)秀的畢業(yè)論文參考資料，請(qǐng)您刪除以下內(nèi)容， O(∩ _∩ )O 謝謝?。?！ A large group of tea merchants on camels and horses from Northwest China39。s Shaanxi province pass through a stop on the ancient Silk Road, Gansu39。s Zhangye city during their journey to Kazakhstan, May 5, 2021. The caravan, consisting of more than 100 camels, three horsedrawn carriages and four support vehicles, started the trip from Jingyang county in Shaanxi on Sept 19, 2021. It will pass through Gansu province and Xinjiang Uygur autonomous region, and finally arrive in Almaty, formerly known as AlmaAta, the largest city in Kazakhstan, and Dungan in Zhambyl province. The trip will cover about 15,000 kilometers and take the caravan more than one year to plete. The caravan is expected to return to Jingyang in March 2021. Then they will e back, carrying specialty products from Kazakhstan A small art troupe founded six decades ago has grown into a household name in the Inner Mongolia autonomous region. In the 1950s, Ulan Muqir Art Troupe was created by nine young musicians, who toured remote villages on horses and performed traditional Mongolian music and dances for nomadic families. The 54yearold was born in Tongliao, in eastern Inner Mongolia and joined the troupe in says there are 74 branch troupes across Inner Mongolia and actors give around 100 shows every year to local nomadic people. I can still recall the days when I toured with the troupe in the early 39。80s. We sat on the back of pickup trucks for hours. The sky was blue, and we couldn39。t help but sing the folk songs, Nasun says. The vastness of Inner Mongolia and the lack of entertainment options for people living there, made their lives lonely. The nomadic people were very excited about our visits, Nasun recalls. We didn39。t have a formal stage. The audience just sat on the grass. Usually, the performances became a big party with local people joining in. For him, the rewarding part about touring isn39。t just about sharing art with nomadic families but also about gaining inspiration for the music and dance. Ulan Muqir literally translates as red burgeon, and today39。s performers of the troupe still tour the region39。s villages and entertain nomadic families, but their fame has s pread around the world. On May 16 and 17, nearly 100 singers and dancers from the troupe performed at Beijing39。s Poly Theater. Their show, titled Ulan Muqir on the Grassland, depicted the history and development of the art troupe. Being from the region allowed me to embrace the culture of Inner Mongolia and being a member of the troupe showed me where I belonged, Nasun, the art troupe39。s president, who is also a renowned tenor, tells China Daily. During a tour in 1985, he went to a village and met an elderly local man, who told him a story about his friendship with a solider from