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Title: :  Monocular defocus and texture cue based depth map estimation of 2d image
PaperId: :  8964
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 4 2018
DUI:    16.0415/IJARIIE-8964
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
VaibhavWamanJaihind college of Engineering,Pune
Dr.Rahul M MulajkarJaihind college of Engineering,Pune

Abstract

Image Processing
Defocus Estimation, Blur, Monocular Cues, Edge Detection, Superpixels
Projecting 2D image and converting it into 3D scene is architecture of imaging. While with the conventional capturing of 2D images using camera has not covered depth information and to include depth information it is complex system with multiple cameras is necessary. Another approach to get this depth information is possible using monocular cues available into images. These cues could be possible to process and extract depth information from that. Here we are presenting methodology to get depth information using monocular cues such as defocus and texture. Depth information from defocus cue involves blurring of imaging more the blur more spatial extent of depth can be represented. Then we use another approach to get depth from texture information present in image. In this combined approach first we will calculate defocus using Gaussian model implementation. This mentioned as Sparse Defocus map. Using this sparse defocus output we create full defocus map. but this generation of defocus map has some ambiguity like hole in some regions. This issue we will further take into texture cues information and from that we generate again better defocus map. Integration of this two methods targets modifying errors present into some regions of defocus map from defocus cue. This earlier defocus map corrected using rules created during texture cues. Using region wise propagation method will increase accuracy and better depth map of an image.

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IJARIIE VaibhavWaman, and Dr.Rahul M Mulajkar. "Monocular defocus and texture cue based depth map estimation of 2d image" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 4 2018 Page 772-778
MLA VaibhavWaman, and Dr.Rahul M Mulajkar. "Monocular defocus and texture cue based depth map estimation of 2d image." International Journal Of Advance Research And Innovative Ideas In Education 4.4(2018) : 772-778.
APA VaibhavWaman, & Dr.Rahul M Mulajkar. (2018). Monocular defocus and texture cue based depth map estimation of 2d image. International Journal Of Advance Research And Innovative Ideas In Education, 4(4), 772-778.
Chicago VaibhavWaman, and Dr.Rahul M Mulajkar. "Monocular defocus and texture cue based depth map estimation of 2d image." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 4 (2018) : 772-778.
Oxford VaibhavWaman, and Dr.Rahul M Mulajkar. 'Monocular defocus and texture cue based depth map estimation of 2d image', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 4, 2018, p. 772-778. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Monocular_defocus_and_texture_cue_based_depth_map_estimation_of_2d_image_ijariie8964.pdf (Accessed : 27 July 2018).
Harvard VaibhavWaman, and Dr.Rahul M Mulajkar. (2018) 'Monocular defocus and texture cue based depth map estimation of 2d image', International Journal Of Advance Research And Innovative Ideas In Education, 4(4), pp. 772-778IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Monocular_defocus_and_texture_cue_based_depth_map_estimation_of_2d_image_ijariie8964.pdf (Accessed : 27 July 2018)
IEEE VaibhavWaman, and Dr.Rahul M Mulajkar, "Monocular defocus and texture cue based depth map estimation of 2d image," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 4, pp. 772-778, Jul-Aug 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/Monocular_defocus_and_texture_cue_based_depth_map_estimation_of_2d_image_ijariie8964.pdf [Accessed : 27 July 2018].
Turabian VaibhavWaman, and Dr.Rahul M Mulajkar. "Monocular defocus and texture cue based depth map estimation of 2d image." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 4 (27 July 2018).
Vancouver VaibhavWaman, and Dr.Rahul M Mulajkar. Monocular defocus and texture cue based depth map estimation of 2d image. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 27 July 2018]; 4(4) : 772-778. Available from: http://ijariie.com/AdminUploadPdf/Monocular_defocus_and_texture_cue_based_depth_map_estimation_of_2d_image_ijariie8964.pdf
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