SAR image speckle noise suppression algorithm based on background homogeneity and bilateral filtering

نویسندگان

چکیده

针对双边滤波在抑制SAR图像相干斑噪声的不足,本文提出了一种基于背景匀质性的改进双边滤波算法BH-IBF(Improved Bilateral Filtering algorithm based on Background Homogeneity ï¼‰ï¼Œå¹¶å°†å ¶åº”ç”¨äºŽSAR图像斑点噪声抑制。BH-IBFä»¥ä¼ ç»ŸåŒè¾¹æ»¤æ³¢ä½œä¸ºåŸºæœ¬æ¡†æž¶ï¼Œå¹¶åˆ©ç”¨äº†åŒè¾¹æ»¤æ³¢å™¨ä¸­çš„åŒè¾¹æ ¸å‡½æ•°æè¿°åƒç´ ç°åº¦å€¼ä¹‹é—´çš„ç›¸ä¼¼æ€§ä»¥åŠç›¸é‚»åƒç´ é—´çš„å‡ ä½•ç©ºé—´ä¿¡æ¯ã€‚ç„¶è€Œï¼Œä¼ ç»ŸåŒè¾¹æ»¤æ³¢å­˜åœ¨ä¸èƒ½æœ‰æ•ˆåœ°æ»¤é™¤å¼ºæ–‘ç‚¹å™ªå£°çš„ç¼ºç‚¹ï¼Œå¹¶ä¸”SARå›¾åƒåˆå› æˆåƒåŽŸç†çš„ç¼ºé™·å¯¼è‡´å¼ºæ–‘ç‚¹å™ªå£°æ™®éå­˜åœ¨ã€‚é’ˆå¯¹è¿™äº›é—®é¢˜ï¼ŒBH-IBFè®¾è®¡äº†ä¸€ç§æ ¹æ®èƒŒæ™¯çª—å£çš„åŒ€è´¨æ€§è¿›è¡Œè‡ªé€‚åº”æ ·æœ¬æˆªæ–­çš„æ–¹æ³•ï¼Œå¹¶æ ¹æ®æè¿°èƒŒæ™¯åŒ€è´¨æ€§çš„æŒ‡æ ‡è‡ªåŠ¨èŽ·å–æ ·æœ¬æˆªæ–­çš„æˆªæ–­æ·±åº¦ã€‚æ­¤å¤–ï¼Œæœ¬æ–‡å°†è‡ªé€‚åº”æ»¤æ³¢çª—å£å°ºå¯¸ä»¥åŠæƒé‡æ ¸ä¿®æ”¹çš„æ–¹æ¡ˆåº”ç”¨åˆ°BH-IBFä¸­ï¼Œä»¥å¢žå¼ºåŒ€è´¨åŒºåŸŸçš„æ–‘ç‚¹å™ªå£°å¹³æ»‘å¼ºåº¦ä»¥åŠå¼‚è´¨åŒºåŸŸçš„è¾¹ç¼˜ä¿¡æ¯æ•ˆæžœã€‚æœ€åŽï¼Œä½¿ç”¨è‡ªé€‚åº”æˆªæ–­åŽçš„æ ·æœ¬ä½œä¸ºå·²è°ƒæ•´æƒé‡æ ¸çš„åŒè¾¹æ»¤æ³¢å™¨çš„è¾“å ¥ã€‚å®žéªŒæ•°æ®æ˜¾ç¤ºï¼ŒBH-IBF能够在有效保留SAR图像纹理信息的同时,获取较好的斑点噪声平滑性能。

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ژورنال

عنوان ژورنال: Journal of remote sensing

سال: 2021

ISSN: ['1007-4619', '2095-9494']

DOI: https://doi.org/10.11834/jrs.20210212