A Survey on Shadow Detection and Removal in Images

被引:0
作者
Das, Rakesh Kumar [1 ]
Shandilya, Madhu [2 ]
Sharma, Shubham [3 ]
Kulkarni, Dhanshree [4 ]
机构
[1] MANIT Bhopal, Elect & Comm Engn, Bhopal, India
[2] MANIT Bhopal, Bhopal, India
[3] JP Noida, Noida, India
[4] DAVVIndore, Indore, Madhya Pradesh, India
来源
2017 INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN SIGNAL PROCESSING AND EMBEDDED SYSTEMS (RISE) | 2017年
关键词
Shadow detection; Shadow removal; Edge detection; Shadow mask; Surveillance; Hue Saturation Value (HSV); MOVING SHADOW;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Shadow Detection and removal is the process of enhance the computer vision applications including image segmentation, object recognition, object tracking etc. Detection and Removal of shadow from the images and videos can reduce the undesirable outcomes in the computer vision applications and algorithms. The prime objective of this survey paper is to analyze the performance of various currently used shadow detection techniques. In this paper we have discussed the techniques for detecting and removing shadow from the still images and video sequences. The scope of discussed shadow detection and removal techniques is limited to different scenarios: (i) Shadow detection for Indoor and Outdoor scenes, (ii) Shadow detection using fixed or moving camera, (iii) Shadow detection of umbra and penumbra shadows etc.
引用
收藏
页码:175 / 180
页数:6
相关论文
共 24 条
[1]  
[Anonymous], 2015, P 14 INT C OPT COMM
[2]  
[Anonymous], 1999, P IEEE C COMPUTER VI
[3]  
Cucchiara R, 2002, VIDEO-BASED SURVEILLANCE SYSTEMS: COMPUTER VISION AND DISTRIBUTED PROCESSING, P145
[4]   Detecting soft shadows in a single outdoor image: From local edge-based models to global constraints [J].
Dong, Qi ;
Liu, Yanli ;
Zhao, Qijun ;
Yang, Hongyu .
COMPUTERS & GRAPHICS-UK, 2014, 38 :310-319
[5]   On the removal of shadows from images [J].
Finlayson, GD ;
Hordley, SD ;
Lu, C ;
Drew, MS .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2006, 28 (01) :59-68
[6]   Paired Regions for Shadow Detection and Removal [J].
Guo, Ruiqi ;
Dai, Qieyun ;
Hoiem, Derek .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 35 (12) :2956-2967
[7]  
Guo Ruiqi, 2011, IEEE Conference on Computer Vision and Pattern Recognition CVPR, P2033, DOI DOI 10.1109/CVPR.2011.5995725
[8]   Chromatic shadow detection and tracking for moving foreground segmentation [J].
Huerta, Ivan ;
Holte, Michael B. ;
Moeslund, Thomas B. ;
Gonzalez, Jordi .
IMAGE AND VISION COMPUTING, 2015, 41 :42-53
[9]   Detection and Removal of Chromatic Moving Shadows in Surveillance Scenarios [J].
Huerta, Ivan ;
Holte, Michael ;
Moeslund, Thomas ;
Gonzalez, Jordi .
2009 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2009, :1499-1506
[10]   Moving shadow detection and removal - a wavelet transform based approach [J].
Khare, Manish ;
Srivastava, Rajneesh Kumar ;
Khare, Ashish .
IET COMPUTER VISION, 2014, 8 (06) :701-717