Multimodal brain tumor detection and classification using deep saliency map and improved dragonfly optimization algorithm
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22831
Abstract: In the last decade, there has been a significant increase in medical cases involving brain tumors. Brain tumor is the tenth most common type of tumor, affecting millions of people. However, if it is detected… read more here.
Keywords: saliency; brain tumor; brain; tumor detection ... See more keywords
Automatic segmentation of hyperreflective dots via focal priors and visual saliency.
Sign Up to like & getrecommendations! Published in 2022 at "Medical physics"
DOI: 10.1002/mp.15848
Abstract: PURPOSE Hyperreflective dots (HRDs) can be observed in spectral domain optical coherence tomography (SD-OCT), which can provide sensitive marker in the treatment decision process. Quantitative analyses of HRDs are the key to make appropriate decisions… read more here.
Keywords: saliency; hyperreflective dots; segmentation; focal priors ... See more keywords
Saliency driven image manipulation
Sign Up to like & getrecommendations! Published in 2018 at "Machine Vision and Applications"
DOI: 10.1007/s00138-018-01000-w
Abstract: Have you ever taken a picture only to find out that an unimportant background object ended up being overly salient? Or one of those team sports photographs where your favorite player blends with the rest?… read more here.
Keywords: driven image; saliency; image; image manipulation ... See more keywords
Scalable scene understanding via saliency consensus
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-017-2939-2
Abstract: Given a single image, we propose a scene understanding framework that segments and categorizes the objects in the scene, and classifies the overall scene. A handful of frameworks already exist to perform these tasks coherently,… read more here.
Keywords: scene understanding; scalable scene; scene; object discovery ... See more keywords
Unsupervised RGB-T saliency detection by node classification distance and sparse constrained graph learning
Sign Up to like & getrecommendations! Published in 2022 at "Applied Intelligence"
DOI: 10.1007/s10489-021-02434-y
Abstract: Saliency detection methods which center on RGB images are sensitive to surrounding environments. Fusing complementary RGB and thermal infrared (RGB-T) images is an effective way to promote the final saliency performance. However, there are relatively… read more here.
Keywords: saliency detection; rgb; classification distance; saliency ... See more keywords
Video attention prediction using gaze saliency
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-016-4294-1
Abstract: In recent years, the significant progress has been achieved in the field of visual saliency modeling. Our research key is in video saliency, which differs substantially from image saliency and could be better detected by… read more here.
Keywords: video; saliency; video attention; attention prediction ... See more keywords
Single object tracking using particle filter framework and saliency-based weighted color histogram
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-6180-5
Abstract: Despite many years of research, object tracking remains a challenging problem, not only because of the variety of object appearances, but also because of the complexity of surrounding environments. In this research, we present an… read more here.
Keywords: color; saliency; single object; tracking using ... See more keywords
Saliency-based selection of visual content for deep convolutional neural networks
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-6515-2
Abstract: The automatic description of digital multimedia content was mainly developed for classification tasks, retrieval systems and massive ordering of data. Preservation of cultural heritage is a field of high importance of application of these methods.… read more here.
Keywords: classification; saliency; content; deep convolutional ... See more keywords
Saliency detection using multiple low-level priors and a propagation mechanism
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-07842-4
Abstract: The majority of existing methods for saliency detection based on low-level features failed to uniformly highlight the salient-object regions. In order to improve the accuracy and consistency of generated saliency maps, we propose a novel… read more here.
Keywords: saliency; multiple low; saliency detection; level ... See more keywords
Salient object detection employing regional principal color and texture cues
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
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
Saliency-aware inter-image color transfer for image manipulation
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-7450-6
Abstract: This paper proposes a novel saliency-aware inter-image color transfer method to perform image manipulation. Specifically, given the source image, the candidate images are first retrieved from a group of images with the same semantic category,… read more here.
Keywords: saliency; image; color transfer; image color ... See more keywords