Year 2019, Volume 27 , Issue 3, Pages 1652 - 1666 2019-06-01

A joint image dehazing and segmentation model

HAIDER ALI [1] , AWAL SHER [2] , NOSHEEN ZIKRIA [3] , LAVDİE RADA ÜLGEN [4]


Objects and their feature identification in hazy or foggy weather conditions has been of interest in the last decades. Improving image visualization by removing weather influence factors for easy image postprocessing, such as object detection, has benefits for human assistance systems. In this paper, we propose a novel variational model that will be capable of jointly segmenting and dehazing a given image. The proposed model incorporates atmospheric veil estimation and locally computed denoising constrained surfaces into a level set function by performing a robust and efficient image dehazing and segmentation scheme for both gray and color outdoor images. The proposed model not only shows efficient segmentation of objects in foggy images by outperforming state-of-the-art methods but also produces dehazed object results in the same time.
Active contours, image dehazing, variational approach, segmentation, Euler--Lagrange equation
Journal Section Articles
Authors

Author: HAIDER ALI

Author: AWAL SHER

Author: NOSHEEN ZIKRIA

Author: LAVDİE RADA ÜLGEN

Dates

Publication Date : June 1, 2019

Bibtex @ { tbtkelektrik577523, journal = {Turkish Journal of Electrical Engineering and Computer Science}, issn = {1300-0632}, eissn = {1303-6203}, address = {}, publisher = {TUBITAK}, year = {2019}, volume = {27}, pages = {1652 - 1666}, doi = {}, title = {A joint image dehazing and segmentation model}, key = {cite}, author = {ALI, HAIDER and SHER, AWAL and ZIKRIA, NOSHEEN and ÜLGEN, LAVDİE RADA} }
APA ALI, H , SHER, A , ZIKRIA, N , ÜLGEN, L . (2019). A joint image dehazing and segmentation model. Turkish Journal of Electrical Engineering and Computer Science , 27 (3) , 1652-1666 . Retrieved from https://dergipark.org.tr/en/pub/tbtkelektrik/issue/45742/577523
MLA ALI, H , SHER, A , ZIKRIA, N , ÜLGEN, L . "A joint image dehazing and segmentation model". Turkish Journal of Electrical Engineering and Computer Science 27 (2019 ): 1652-1666 <https://dergipark.org.tr/en/pub/tbtkelektrik/issue/45742/577523>
Chicago ALI, H , SHER, A , ZIKRIA, N , ÜLGEN, L . "A joint image dehazing and segmentation model". Turkish Journal of Electrical Engineering and Computer Science 27 (2019 ): 1652-1666
RIS TY - JOUR T1 - A joint image dehazing and segmentation model AU - HAIDER ALI , AWAL SHER , NOSHEEN ZIKRIA , LAVDİE RADA ÜLGEN Y1 - 2019 PY - 2019 N1 - DO - T2 - Turkish Journal of Electrical Engineering and Computer Science JF - Journal JO - JOR SP - 1652 EP - 1666 VL - 27 IS - 3 SN - 1300-0632-1303-6203 M3 - UR - Y2 - 2019 ER -
EndNote %0 Turkish Journal of Electrical Engineering and Computer Science A joint image dehazing and segmentation model %A HAIDER ALI , AWAL SHER , NOSHEEN ZIKRIA , LAVDİE RADA ÜLGEN %T A joint image dehazing and segmentation model %D 2019 %J Turkish Journal of Electrical Engineering and Computer Science %P 1300-0632-1303-6203 %V 27 %N 3 %R %U
ISNAD ALI, HAIDER , SHER, AWAL , ZIKRIA, NOSHEEN , ÜLGEN, LAVDİE RADA . "A joint image dehazing and segmentation model". Turkish Journal of Electrical Engineering and Computer Science 27 / 3 (June 2019): 1652-1666 .
AMA ALI H , SHER A , ZIKRIA N , ÜLGEN L . A joint image dehazing and segmentation model. Turkish Journal of Electrical Engineering and Computer Science. 2019; 27(3): 1652-1666.
Vancouver ALI H , SHER A , ZIKRIA N , ÜLGEN L . A joint image dehazing and segmentation model. Turkish Journal of Electrical Engineering and Computer Science. 2019; 27(3): 1666-1652.