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Effective method for fusing infrared and visible images

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (3)

Recently, deep learning has become a rapidly developing tool in the field of image fusion. An innovative image fusion method for fusing infrared image......

Space-time super-resolution with motion-perceptive deformable alignment

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (3)

We proposed a motion-perceptive deformable alignment network that introduces a pre-computed optical flow to improve the motion perception of the defor......

GA-CSPN: generative adversarial monocular depth estimation with second-order convolutional spatial propagation network

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (4)

Monocular depth estimation, which provides a critical method for understanding 3D scene geometry, is an ill-posed problem. Recent research studies hav......

Deep multi-task framework for optic disc and fovea detection

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (4)

The detection of the optic disk (OD) and fovea is crucial to the automatic diagnosis based on fundus images. This task is very challenging, especially......

Robust image steganography framework based on generative adversarial network

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (2)

Traditional image steganography algorithms can be divided into two categories: spatial-domain steganography algorithms and frequency-domain steganogra......

In-field cotton detection algorithm based on the dual-path feature extraction

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (4)

The complex distribution, mutual occlusion, and scale difference greatly increase the difficulty of cotton detection in the wild. To reduce the omissi......

ADCI-Net: an adaptive discriminative clip identification strategy for fast video action recognition

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (2)

The most common method for video-level classification is to operate models over a whole series of fixed-temporal-length clips in a long video. However......

Learning adaptive weighted response consistency correlation filters for real-time UAV tracking

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (4)

Due to the high efficiency of discriminative correlation filter (DCF), it has attracted widespread attention in the field of UAV object tracking. To h......

End-to-end joint spectral-spatial compression and reconstruction of hyperspectral images using a 3D convolutional autoencoder

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (4)

Hyperspectral images (HSIs) must be preprocessed by a compression model, which reduces the pressure of storing and transmitting huge data in applicati......

Flight track pattern recognition based on few labeled data with outliers

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (3)

Gradually crowded, complex airspace makes it necessary to identify the flight track patterns of interested targets. Existing studies on radar-based ta......

Curriculum learning for scene text recognition

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (4)

Scene text recognition (STR) is a challenging computer vision task. Recent progress has been made on developing a complex network to increase recognit......

Integration of the saliency-based seeds generation and random walks with restart for image segmentation

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (4)

In the task of interactive image segmentation, the user initially indicates some pixels as target seeds and background seeds and propagates the seeds'......

Facial expression recognition based on facial part attention mechanism

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (3)

In the context of facial expression recognition (FER), a lot of methods focus on feature extraction of the whole facial image, but sometimes it is equ......

Fast and robust interactive image segmentation in bilateral space with reliable color modeling and higher order potential

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (3)

We propose an optimization framework for interactive image segmentation (IIS) that operates in bilateral space to achieve robust object extraction and......

Discriminative feature learning for underwater fish recognition

期刊: JOURNAL OF ELECTRONIC IMAGING, 2021; 30 (2)

Underwater fish recognition is an important task in fish stock assessment and marine ecosystem studies. Machine learning techniques have been applied ......

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