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Salient region detection using diffusion process on a two-layer sparse graph
L Zhou, Z Yang, Z Zhou, D Hu - IEEE transactions on image …, 2017 - ieeexplore.ieee.org
Diffusion-based salient region detection has recently received intense research attention. In
this paper, we present some effective improvements concerning two important aspects of …
this paper, we present some effective improvements concerning two important aspects of …
Salient region detection via integrating diffusion-based compactness and local contrast
L Zhou, Z Yang, Q Yuan, Z Zhou… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Salient region detection is a challenging problem and an important topic in computer vision.
It has a wide range of applications, such as object recognition and segmentation. Many …
It has a wide range of applications, such as object recognition and segmentation. Many …
Traditional saliency reloaded: A good old model in new shape
In this paper, we show that the seminal, biologically-inspired saliency model by Itti et al. is
still competitive with current state-of-the-art methods for salient object segmentation if some …
still competitive with current state-of-the-art methods for salient object segmentation if some …
Thresholding in salient object detection: a survey
N Kumar - Multimedia Tools and Applications, 2018 - Springer
Abstract Salient Object Detection (SOD) in natural images is an active research area with
burgeoning applications across diverse disciplines such as object recognition, image …
burgeoning applications across diverse disciplines such as object recognition, image …
Fatigue detection of pilots' brain through brains cognitive map and multilayer latent incremental learning model
This work proposes a nonparametric prior induced deep sum-logarithmic-multinomial
mixture (DSLMM) model to detect pilots' cognitive states through the developed brain power …
mixture (DSLMM) model to detect pilots' cognitive states through the developed brain power …
Background-driven salient object detection
The background information is a significant prior for salient object detection, especially when
images contain cluttered background and diverse object parts. In this paper, we propose a …
images contain cluttered background and diverse object parts. In this paper, we propose a …
A convex hull approach in conjunction with Gaussian mixture model for salient object detection
The capability of humans in distinguishing salient objects from background is at par
excellence. The researchers are yet to develop a model that matches the detection accuracy …
excellence. The researchers are yet to develop a model that matches the detection accuracy …
Graph ranking based butterfly segmentation in ecological images
An accurate cultural insect detection and recognition relies mainly on a proper automatic
segmentation. This paper deals with butterfly segmentation in ecological images …
segmentation. This paper deals with butterfly segmentation in ecological images …