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Attention fusion network for multi-spectral semantic segmentation

期刊: PATTERN RECOGNITION LETTERS, 2021; 146 ()

To improve the accuracy of multi-spectral semantic segmentation, an attention fusion network (AFNet) based on deep learning is proposed. Different fro......

Cross-modal context-gated convolution for multi-modal sentiment analysis

期刊: PATTERN RECOGNITION LETTERS, 2021; 146 ()

When inferring sentiments, using verbal clues only is problematic because of the ambiguity. Adding related vocal and visual contexts as complements fo......

MRP-GAN: Multi-resolution parallel generative adversarial networks for text-to-image synthesis

期刊: PATTERN RECOGNITION LETTERS, 2021; 147 ()

Synthesizing photographic images from given text descriptions is a challenging problem. Although current methods first synthesize an initial blurred i......

A new DCT-PCM method for license plate number detection in drone images

期刊: PATTERN RECOGNITION LETTERS, 2021; 148 ()

License plate number detection in drone images is a complex problem because the images are generally captured at oblique angles and pose several chall......

Generate classical Chinese poems with theme-style from images

期刊: PATTERN RECOGNITION LETTERS, 2021; 149 ()

The automatic generation of poems from images is a classic task in natural language processing. Recently, it has gained tremendous research interest d......

FM-based: Algorithm research on rural tourism recommendation combining seasonal and distribution features

期刊: PATTERN RECOGNITION LETTERS, 2021; 150 ()

Recommended technologies for the tourism system, such as the travelocity.com and visiteurope.com, have gained tremendous popularity in the past few ye......

Weakly-supervised video object localization with attentive spatio-temporal correlation

期刊: PATTERN RECOGNITION LETTERS, 2021; 145 ()

Weakly-supervised video object localization is a challenging yet important task. The system should spatially localize the object of interest in videos......

Self-attention-based conditional random fields latent variables model for sequence labeling

期刊: PATTERN RECOGNITION LETTERS, 2021; 145 ()

To process data like text and speech, Natural Language Processing (NLP) is a valuable tool. As on of NLP?s upstream tasks, sequence labeling is a vita......

DCR: Disentangled component representation for sketch generation *

期刊: PATTERN RECOGNITION LETTERS, 2021; 145 ()

We present a simple end-to-end model based on deep learning to automatically decompose sketched objects into components by disentangling the visual re......

Collaborative learning in bounding box regression for object detection

期刊: PATTERN RECOGNITION LETTERS, 2021; 148 ()

Object detection has attracted growing attention due to its extensive application prospect, in which bounding box regression is an essential component......

Adversarial robustness via attention transfer

期刊: PATTERN RECOGNITION LETTERS, 2021; 146 ()

Deep neural networks are known to be vulnerable to adversarial attacks. The empirical analysis in our study suggests that attacks tend to induce diver......

Zero shot augmentation learning in internet of biometric things for health signal processing(star)

期刊: PATTERN RECOGNITION LETTERS, 2021; 146 ()

In recent years, the number of Internet of Things (IoT) devices has increased rapidly. The Internet of Biometric Things (IoBT) can process biometrics ......

Face spoofing detection under super-realistic 3D wax face attacks

期刊: PATTERN RECOGNITION LETTERS, 2021; 145 ()

Face spoofing attacks based on 3D face images have posed a severe security risk to face recognition systems. Despite the great effort made by the tech......

Perception matters: Exploring imperceptible and transferable anti-forensics for GAN-generated fake face imagery detection

期刊: PATTERN RECOGNITION LETTERS, 2021; 146 ()

Recently, generative adversarial networks (GANs) can generate photo-realistic fake facial images which are perceptually indistinguishable from real fa......

Anomaly detection using improved deep SVDD model with data structure preservation

期刊: PATTERN RECOGNITION LETTERS, 2021; 148 ()

A B S T R A C T Support vector data description (SVDD) is a classical anomaly detection algorithm. How to develop a deep version of SVDD is one valuab......

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