电子学报
電子學報
전자학보
ACTA ELECTRONICA SINICA
2014年
2期
243-249
,共7页
娄静涛%李永乐%谭树人%王炜%张茂军
婁靜濤%李永樂%譚樹人%王煒%張茂軍
루정도%리영악%담수인%왕위%장무군
折反射全向成像%压缩感知%图像重构%TV范数
摺反射全嚮成像%壓縮感知%圖像重構%TV範數
절반사전향성상%압축감지%도상중구%TV범수
catadioptric omnidirectional imaging%compressed sensing%image reconstruction%TV norm
折反射全向成像由于曲面镜的反射作用,导致全向图像存在严重变形,传统的梯度计算方法在全向图像中不能很好地符合折反射成像的特点。为了从压缩采样数据快速有效地重构全向图像,提出了一种结合全向图像特征的全变分模型---全向全变分,并在基于TV范数进行全向图像重构时,采用全向全变分作为目标函数,进行模型的求解。实验结果验证了本文算法的有效性和可行性,其重构结果的主客观效果明显优于传统TV模型。
摺反射全嚮成像由于麯麵鏡的反射作用,導緻全嚮圖像存在嚴重變形,傳統的梯度計算方法在全嚮圖像中不能很好地符閤摺反射成像的特點。為瞭從壓縮採樣數據快速有效地重構全嚮圖像,提齣瞭一種結閤全嚮圖像特徵的全變分模型---全嚮全變分,併在基于TV範數進行全嚮圖像重構時,採用全嚮全變分作為目標函數,進行模型的求解。實驗結果驗證瞭本文算法的有效性和可行性,其重構結果的主客觀效果明顯優于傳統TV模型。
절반사전향성상유우곡면경적반사작용,도치전향도상존재엄중변형,전통적제도계산방법재전향도상중불능흔호지부합절반사성상적특점。위료종압축채양수거쾌속유효지중구전향도상,제출료일충결합전향도상특정적전변분모형---전향전변분,병재기우TV범수진행전향도상중구시,채용전향전변분작위목표함수,진행모형적구해。실험결과험증료본문산법적유효성화가행성,기중구결과적주객관효과명현우우전통TV모형。
Because of the distortions produced by the reflection of a mirror ,catadioptric omnidirectional images cannot be processed similarly to classical perspective images .In this paper ,we propose to define a new model named omnidirectional total variation (Omni-TV) ,which reflects the omnidirectional image structure features .In order to reconstruct the images from compres-sive samples ,the Omni-TV is used as the subject function during the image reconstruction .The simulation results show that the om-nidirectional images could be reconstructed effectively and accurately .Comparing with classical TV minimization model ,the images , which are recovered based on Omni-TV model ,can provide higher quality both in subjective evaluation and objective evaluation .