[PDF] Top 20 Salient Object Detection via Combining Duplex Features

... The salient object detection aims to predict the most eye- catching objects in an ...existing salient object detection methods only rely on the single color difference and cannot ... See full document

... To solve these problems, this paper presents a scale- aware bird detection method with practically high pre- cision. Following the idea of scene parsing (e.g., [3]), we carefully select the combination of methods, ... See full document

... lower features by a top-down structure, which learned what semantic or context information to be preserved in the top-down feature transmission as well as the selection of relevant low-level fea- ...level ... See full document

... convolutional features, which can improve the robustness and accuracy of saliency ...blurry object boundaries. It is because the features they used at deep layers of CNN lose location and fine ... See full document

... Using the dictionary D ∈ R m×K constructed in the previous sub-section, each super-pixel could be sparsely represented if directly applying the RSR model in Eq. (1). However, this ignores the strong correlations among ... See full document

... Recently, active contour models, which exploit together region and boundary information, are proposed in the literature. We can mention Allili and Ziou [14] who pro- posed an unsupervised color-texture image segmentation ... See full document

... of salient objects from images is gaining increasing research interest in recent years as it can substantially facilitate a wide range of content-based multimedia ...foreground salient regions are ... See full document

... in object detection, and now, automated systems can recognize and categorize objects very reliably [15, 12, 9, 27], yet we need to look more closely at other questions related to visual saliency, whereby ... See full document

... saliency detection methods in literature (Achanta et ...extract salient regions from natural images of varying scene ...saliency detection. Further, class independent object segmentation has ... See full document

... for generating saliency maps. They directly computed center-surround color differences in a fixed neighborhood for each pixel, and then extended the saliency map using a fuzzy growth model. Harel et al. proposed a graph ... See full document

... high-level features into shallower layers, which locate salient regions and refine the sparse details ...for salient object de- ...for salient object ...output features ... See full document

... Abstract—RGB-induced salient object detection has recently witnessed substantial progress, which is attributed to the su- perior feature learning capability of deep convolutional neural networks ... See full document

... low-level features with high-level prior ...multiple features to estimate saliency ...saliency detection methods assume that an image can be represented as a combination of a highly redundant ... See full document

... Spatial histogram features for face detection in color images. In Pacific-Rim Conference[r] ... See full document

... the salient object covers most of the area in the image then cropping these kind of images will definitely lead to loss of important data in these salient ...the salient objects effectively ... See full document

... objects. This method is easy to implement, low in cost, but its reliabil- ity is low, and it is difficult to distinguish foreground and background from stationary foreign objects, and ac- curate positioning of foreign ... See full document

... Adaboost, nothing but "Adaptive Boosting ", is a machine learning method given by Yoav Freund and Schapire in 2003. It can be used with many other types of learning algorithms to improve their performance. ... See full document

... Salient Features of the Negotiating Process SMU Law Review Volume 52 | Issue 4 Article 7 1999 Salient Features of the Negotiating Process Zakeria Mohammed Yacoob Follow this and additional works at ht[.] ... See full document

... Oxidase Catalase Indol Urease ONPG Voges-Proskauer Phenyl pyruvic acid Lipase Hydrolysis of: Hippurate Tributyrin Tween 80 Casein Starch Esculin Gelatin Growth at: pH 4 pH 8 25°C 300C 42[r] ... See full document

... We also introduced two features to account for the relatively free word order of Croatian: con- stituent adjacency and constituent permutation. The former is turned on if there are more con- tiguous than ... See full document