Construction of saliency map and hybrid set of features for efficient segmentation and classification of skin lesion
Sign Up to like & getrecommendations! Published in 2019 at "Microscopy Research and Technique"
DOI: 10.1002/jemt.23220
Abstract: Skin cancer is being a most deadly type of cancers which have grown extensively worldwide from the last decade. For an accurate detection and classification of melanoma, several measures should be considered which include, contrast… read more here.
Keywords: classification; construction saliency; segmentation; saliency map ... See more keywords
A fast DGPSO-motion saliency map based moving object detection
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DOI: 10.1007/s11042-018-6459-6
Abstract: The rapid development in the field of computer vision has encouraged researchers to develop vision systems for moving object detection in embedded surveillance applications. The model requires a fast processing algorithm with minimum complexity, which… read more here.
Keywords: object detection; detection; moving object; saliency map ... See more keywords
Salient object detection employing regional principal color and texture cues
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DOI: 10.1007/s11042-019-7153-z
Abstract: Saliency in a scene describes those facets of any stimulus that makes it stand out from the masses. Saliency detection has attracted numerous algorithms in recent past and proved to be an important aspect in… read more here.
Keywords: saliency; detection; saliency map; texture ... See more keywords
Logo detection using weakly supervised saliency map
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DOI: 10.1007/s11042-020-09813-6
Abstract: Box level annotation of a large number of logo images for training purpose of typical deep learning architecture is highly challenging. Thus, a method that can detect the logo with the help of training to… read more here.
Keywords: logo detection; map; saliency map;
Multi-Saliency Map and Machine Learning Based Human Detection for the Embedded Top-View Imaging System
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DOI: 10.1109/access.2021.3078623
Abstract: Compared to the side view, a top-view is robust against occlusion generated by objects located indoors. It offers a better wide view angle and much visibility of a scene. However, there are still problems to… read more here.
Keywords: saliency map; view; top view; detection ... See more keywords
Robust Image Hashing With Isomap and Saliency Map for Copy Detection
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3139217
Abstract: Compression technology for representing image is on demand for efficiently processing images in the Big Data era. Image hashing is an effective compression technology for computing a short representation based on visual content of input… read more here.
Keywords: copy detection; saliency map; image hashing; image ... See more keywords
Image Segmentation Method for an Illumination Highlight Region of Interior Design Effects Based on the Partial Differential Equation
Sign Up to like & getrecommendations! Published in 2021 at "Advances in Mathematical Physics"
DOI: 10.1155/2021/3827783
Abstract: The saliency calculation model based on the principle of partial differential equations sometimes highlights areas with high contrast in the background, and the salient targets obtained occasionally have holes. The above problems can be solved… read more here.
Keywords: segmentation; image; saliency map; segmentation method ... See more keywords