Results 11 to 20 of about 56,385 (248)

Selective focus saliency model driven by object class‐awareness

open access: yesIET Image Processing, 2021
Current many salient object detection (SOD) models only focus on highlighting visual conspicuous region but fail to make saliency detection for specific targets. In this paper, a selective focus saliency model driven by object class‐awareness (SF‐OCA) to
Danpei Zhao   +3 more
doaj   +1 more source

Hyperspectral face recognition with a spatial information fusion for local dynamic texture patterns and collaborative representation classifier

open access: yesIET Image Processing, 2021
Hyperspectral face recognition provides improved classification rates due to its abundant information in the face cubes of every subject in hyperspectral face databases. However, while offering excellent opportunities, it also brings new challenges, such
Min Hao, Guangyuan Liu, Desheng Xie
doaj   +1 more source

Towards fully domain‐independent gesture recognition using COTS WiFi device

open access: yesElectronics Letters, 2021
This letter proposes a fully domain‐independent WiFi‐based gesture recognition system based on the multi‐label adversarial network. Unlike pioneer machine learning works, our system does not require retraining in the target domain, which benefits from ...
Yuqing Yin   +4 more
doaj   +1 more source

No‐reference image quality assessment based on multiscale feature representation

open access: yesIET Image Processing, 2021
The no‐reference image quality assessment (NR‐IQA) method can evaluate the distortions in an image without the reference image. However, due to the diversity of the image contents and distortion types, it is hard for the existing NR‐IQA algorithms to ...
Junhui Li   +3 more
doaj   +1 more source

Edge detection by spiral phase contrast imaging at terahertz frequencies

open access: yesElectronics Letters, 2021
This paper proposes the spiral phase contrast (SPC) imaging at terahertz (THz) frequencies to achieve the target edge detection. The THz SPC imaging is built based on a classical 4f imaging system, and a spiral phase plate is placed in the Fourier plane ...
Hui Liu   +5 more
doaj   +1 more source

SLRP: Improved heatmap generation via selective layer‐wise relevance propagation

open access: yesElectronics Letters, 2021
Deep learning has been recently applied to various areas of artificial intelligence, where it has displayed excellent performance. However, many deep‐learning models are a black box, which makes it difficult to interpret the models and understand the ...
Yeon‐Jee Jung   +2 more
doaj   +1 more source

CMOS image sensor for wide dynamic range feature extraction in machine vision

open access: yesElectronics Letters, 2021
This letter presents a wide dynamic range (WDR) feature extraction (FE) readout scheme for machine vision applications using CMOS image sensors (CISs).
Hyeon‐June Kim
doaj   +1 more source

Part‐MOT: A multi‐object tracking method with instance part‐based embedding

open access: yesIET Image Processing, 2021
Part‐MOT, a one‐stage anchor‐free architecture which unifies the object identification representation and detection in one task for visual object tracking is presented.
Xiaohu Liu   +4 more
doaj   +1 more source

Weakly supervised salient object detection via double object proposals guidance

open access: yesIET Image Processing, 2021
The weakly supervised methods for salient object detection are attractive, since they greatly release the burden of annotating time‐consuming pixel‐wise masks.
Zhiheng Zhou   +4 more
doaj   +1 more source

A content‐dependent Daltonization algorithm for colour vision deficiencies based on lightness and chroma information

open access: yesIET Image Processing, 2021
To help CVD (colour vision deficiency) observers distinguish among different colours in digital images, this study proposes a content‐dependent Daltonization algorithm based on lightness and chroma information.
Xuming Shen, Jianhua Feng, Xiandou Zhang
doaj   +1 more source

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