• Title/Summary/Keyword: temporal mask map

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Effect of the Application of Temporal Mask Map on the Relationship between NDVI and Rice Yield (시계열 마스크 맵이 논벼 NDVI와 단수와의 관계에 미치는 영향)

  • Na, Sang-il;Ahn, Ho-yong;Park, Chan-won;Hong, Suk-young;So, Kyu-ho;Lee, Kyung-do
    • Korean Journal of Remote Sensing
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    • v.36 no.5_1
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    • pp.725-733
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    • 2020
  • The objectives of this study were (1) to develop a temporal mask map using MCD12Q1 data, and (2) to extract the annual variations in paddy, (3) to investigate the correlation analysis between MYD13Q1 NDVI and rice yield, and (4) to review its applicability. For these purposes, the temporal mask map was created using annual MCD12Q1 PFT data from 2002 to 2019, and compared with the fixed mask map. As a result, it found that the temporal mask map well reflected the variations of the paddy area. In addition, the correlation coefficient between NDVI and rice yield was also high significant as compared to the fixed mask map. Therefore, the temporal mask map will be useful for NDVI extraction, crop monitoring, and estimation of rice yield.

Multi-view Image Generation using Grid-mesh based Image Domain Warping and Occlusion Region Information (차폐영역 정보와 그리드 메쉬 기반의 영상 워핑을 이용한 다시점 영상 생성)

  • Lim, Jong-Myeong;Um, Gi-Mun;Shin, Hong-Chang;Lee, Gwangsoon;Hur, Namho;Yoo, Jisang
    • Journal of Broadcast Engineering
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    • v.18 no.6
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    • pp.859-871
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    • 2013
  • In this paper, we propose an algorithm that generates multi-view images by grid-mesh based image domain warping using occlusion mask and various image features obtained from the stereoscopic images. In the proposed algorithm, we first extract image saliency map, line segments and disparity saliency map from stereo images and then get them through a process that improves the quality of extracted features. This process is accomplished in two steps. In the first step, reliability of disparity saliency map on object boundary regions is enhanced by using occlusion information. And in the second step, we enhance the quality of image features in terms of temporal consistency by using temporal consistency information for stereo images. With these enhanced features, multi-view images are generated by grid-mesh based image domain warping technique. Experimental results show that the proposed algorithm performs better than existing algorithms in terms of visual quality.