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 …

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 …

Traditional saliency reloaded: A good old model in new shape

S Frintrop, T Werner… - Proceedings of the IEEE …, 2015 - cv-foundation.org
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 …

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 …

Fatigue detection of pilots' brain through brains cognitive map and multilayer latent incremental learning model

EQ Wu, CT Lin, LM Zhu, ZR Tang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This work proposes a nonparametric prior induced deep sum-logarithmic-multinomial
mixture (DSLMM) model to detect pilots' cognitive states through the developed brain power …

Background-driven salient object detection

Z Wang, D **ang, S Hou, F Wu - IEEE transactions on …, 2016 - ieeexplore.ieee.org
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 …

A convex hull approach in conjunction with Gaussian mixture model for salient object detection

N Singh, R Arya, RK Agrawal - Digital Signal Processing, 2016 - Elsevier
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 …

Graph ranking based butterfly segmentation in ecological images

I Filali, B Achour, M Belkadi, M Lalam - Ecological Informatics, 2022 - Elsevier
An accurate cultural insect detection and recognition relies mainly on a proper automatic
segmentation. This paper deals with butterfly segmentation in ecological images …