90 citations · 90 across the 3 of their papers we have counts for
4 papers · 1 filter
Coarse-to-fine Task-driven Inpainting for Geoscience Images
Huiming Sun, Jin Ma, Qing Guo +4
The processing and recognition of geoscience images have wide applications. Most of existing researches focus on understanding the high-quality geoscience images by assuming that a…
Interpreting Galaxy Deblender GAN from the Discriminator's Perspective
Heyi Li, Yuewei Lin, Klaus Mueller +1
Generative adversarial networks (GANs) are well known for their unsupervised learning capabilities. A recent success in the field of astronomy is deblending two overlapping galaxy…
Improved Deep Hashing with Soft Pairwise Similarity for Multi-label Image Retrieval
Zheng Zhang, Qin Zou, Yuewei Lin +2
Hash coding has been widely used in the approximate nearest neighbor search for large-scale image retrieval. Recently, many deep hashing methods have been proposed and shown largel…
Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation
Xiaochuan Fan, Kang Zheng, Yuewei Lin +1
We propose a new learning-based method for estimating 2D human pose from a single image, using Dual-Source Deep Convolutional Neural Networks (DS-CNN). Recently, many methods have…