46 citations · 65 across the 4 of their papers we have counts for
4 papers
LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing
Tianfang Zhang, Lei Li, Christian Igel +3
Deep unfolding networks (DUNs) have proven to be a viable approach to compressive sensing (CS). In this work, we propose a DUN called low-rank CS network (LR-CSNet) for natural ima…
AGPCNet: Attention-Guided Pyramid Context Networks for Infrared Small Target Detection
Tianfang Zhang, Siying Cao, Tian Pu +1
Infrared small target detection is an important problem in many fields such as earth observation, military reconnaissance, disaster relief, and has received widespread attention re…
Total Variation with Overlapping Group Sparsity and Lp Quasinorm for Infrared Image Deblurring under Salt-and-Pepper Noise
Xingguo Liu, Yinping Chen, Zhenming Peng +1
Because of the limitations of the infrared imaging principle and the properties of infrared imaging systems, infrared images have some drawbacks, including a lack of details, indis…
Seismic signal sparse time-frequency analysis by Lp-quasinorm constraint
Yingpin Chen, Zhenming Peng, Ali Gholami +2
Time-frequency analysis has been applied successfully in many fields. However, the traditional methods, like short time Fourier transform and Cohen distribution, suffer from the lo…