490 citations · 562 across the 16 of their papers we have counts for
7 papers · 1 filter
Progressively Unfreezing Perceptual GAN
Jinxuan Sun, Yang Chen, Junyu Dong +1
Generative adversarial networks (GANs) are widely used in image generation tasks, yet the generated images are usually lack of texture details. In this paper, we propose a general…
SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data
Zhenlin Fan, Guoqiang Zhong
Mesoscale eddies play a significant role in marine energy transport, marine biological environment and marine climate. Due to their huge impact on the ocean, mesoscale eddy detecti…
Weak Edge Identification Nets for Ocean Front Detection
Qingyang Li, Guoqiang Zhong, Cui Xie
The ocean front has an important impact in many areas, it is meaningful to obtain accurate ocean front positioning, therefore, ocean front detection is a very important task. Howev…
Generative Adversarial Networks with Decoder-Encoder Output Noise
Guoqiang Zhong, Wei Gao, Yongbin Liu +1
In recent years, research on image generation methods has been developing fast. The auto-encoding variational Bayes method (VAEs) was proposed in 2013, which uses variational infer…
Prediction of Sea Surface Temperature using Long Short-Term Memory
Qin Zhang, Hui Wang, Junyu Dong +2
This letter adopts long short-term memory(LSTM) to predict sea surface temperature(SST), which is the first attempt, to our knowledge, to use recurrent neural network to solve the…
Perception Driven Texture Generation
Yanhai Gan, Huifang Chi, Ying Gao +3
This paper investigates a novel task of generating texture images from perceptual descriptions. Previous work on texture generation focused on either synthesis from examples or gen…
A Deep Hashing Learning Network
Guoqiang Zhong, Pan Yang, Sijiang Wang +1
Hashing-based methods seek compact and efficient binary codes that preserve the neighborhood structure in the original data space. For most existing hashing methods, an image is fi…