19 Result(s)
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Article
Deep Learning-Based Image and Video Inpainting: A Survey
Image and video inpainting is a classic problem in computer vision and computer graphics, aiming to fill in the plausible and realistic content in the missing areas of images and videos. With the advance of de...
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Article
A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortification
Microscopic image analysis technology helps solve the inadvertences of artificial traditional methods in disease, wastewater treatment, and environmental change monitoring analysis. Convolutional neural networ...
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Chapter and Conference Paper
An Enhanced Model Based on Recurrent Convolutional Neural Network for Predicting the Stage of Chronic Obstructive Pulmonary Diseases
Chronic Obstructive Pulmonary Disease (COPD) is the third leading cause of death in China and has caused serious affect to health and life quality. However, the disease stage of COPD patient is difficult to be...
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Chapter and Conference Paper
PBCI-DS: A Benchmark Peripheral Blood Cell Image Dataset for Object Detection
Blood testing has always been one of the important methods for disease diagnosis, but currently, blood testing instruments face the problems of long time consumption, complex processes, and limited detection t...
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Chapter and Conference Paper
LFD-CD: Peripheral Blood Cells Detection Using a Lightweight Cell Detection Model with Full-Connection and Dropconnect
Blood testing is an important basis for the diagnosis of many diseases. However, the accuracy of detection instruments in hospitals is often not high, and manual detection of blood samples is sometimes necessa...
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Chapter and Conference Paper
Novel TD-based Adaptive Control for Nonlinearly Parameterized Stochastic Systems
In this article, the adaptive tracking control of nonlinearly parameterized stochastic systems is developed via the nonlinear tracking differentiator technique. First, the Barrier Lyapunov function (BLF) is br...
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Chapter and Conference Paper
SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning
Researchers have proposed various structured Convolutional Neural Networks (CNNs) pruning strategies to make them work efficiently on edge devices. However, most of them focus on reducing the number of filter ...
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Article
Undersampled face recognition based on virtual samples and representation classification
Classifiers such as sparse representation or collaborative representation can get good performance in face recognition. But these methods require a number of train samples in each class to construct the dictio...
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Article
Real-time camera pose estimation via line tracking
Real-time camera calibration has been intensively studied in augmented reality. However, for texture-less and texture-repeated scenes as well as poorly illuminated scenes, obtaining a stable calibration is sti...
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Article
Light mixture intrinsic image decomposition based on a single RGB-D image
We propose a novel intrinsic image decomposition method based on a single RGB-D image. We first separate the shading image into an illumination color component, a distant shading component and a local shading ...
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Chapter and Conference Paper
An Adaptive Fuzzy Clustering Algorithm Based on Multi-threshold for Infrared Image Segmentation
To obtain the satisfied performance of infrared image segmentation in complex environments, an adaptive fuzzy clustering algorithm based on multi-threshold (AFC_MT) is proposed. The methodology uses a coarse-f...
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Chapter and Conference Paper
Nonparametric Discriminant Analysis Based on the Trace Ratio Criterion
Feature extraction is a hot topic in machine learning and pattern recognition. This paper proposes a new nonparametric linear feature extraction method called nonparametric discriminant analysis based on the t...
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Chapter and Conference Paper
10-Step Information Architecture on Wanfang Med Online
The paper first reviews the different definitions and the basic fundamentals of information architecture, then summarizes the creative-application experiences of IA in the field of Chinese medical-information ...
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Chapter and Conference Paper
Single Training Sample Face Recognition Based on Gabor and 2DPCA
Single training sample face recognition problem is a challenge in face recognition field, so the distinguished feature extracting is important step for improving the recognition correct rate under the conditio...
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Article
Erratum to: Color face image decomposition under complex lighting conditions
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Article
Color face image decomposition under complex lighting conditions
In this paper, we proposed a method to recover the reflectance and shading images of face images, such as portraits, captured under complex lighting conditions. Under such lighting conditions, traditional intr...
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Article
Light source estimation of outdoor scenes for mixed reality
Illumination consistency is important for photorealistic rendering of mixed reality. However, it is usually difficult to acquire illumination conditions of natural environments. In this paper, we propose a nov...
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Chapter and Conference Paper
Multilayered Contourlet Based Image Compression
After studying contourlet transform and multilayered image representation, we present a Multilayered Contourlet Based Image Compression algorithm (MCBIC) in this paper. It decomposes image into a superposition...
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Chapter and Conference Paper
Pattern Classification from Raster Data Using Vector Lenses, Neural Networks and Expert Systems
Satellite data is often used for a variety of applications in assessing the condition of the state of the earth’s surface or the immediate atmosphere. This problem is usually attacked by processing the raw dat...
