Multi-Attention Generative Adversarial Network for Remote Sensing Image Super-Resolution

no code implementations • 14 Jul 2021 • Meng Xu, Zhihao Wang, Jiasong Zhu, Xiuping Jia, Sen Jia

The main body of the generator contains two blocks; one is the pyramidal convolution in the residual-dense block (PCRDB), and the other is the attention-based upsample (AUP) block.

Generative Adversarial Network Image Super-Resolution

Deep Learning based Monocular Depth Prediction: Datasets, Methods and Applications

no code implementations • 9 Nov 2020 • Qing Li, Jiasong Zhu, Jun Liu, Rui Cao, Qingquan Li, Sen Jia, Guoping Qiu

Despite the rapid progress in this topic, there are lacking of a comprehensive review, which is needed to summarize the current progress and provide the future directions.

Depth Prediction Indoor Localization +2

Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Network

no code implementations • 15 Feb 2019 • Rui Cao, Qian Zhang, Jiasong Zhu, Qing Li, Qingquan Li, Bozhi Liu, Guoping Qiu

With the rapid growing of remotely sensed imagery data, there is a high demand for effective and efficient image retrieval tools to manage and exploit such data.

Image Retrieval Metric Learning +1

Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization

no code implementations • 4 Jan 2019 • Qing Li, Jiasong Zhu, Rui Cao, Ke Sun, Jonathan M. Garibaldi, Qingquan Li, Bozhi Liu, Guoping Qiu

6DOF camera relocalization is an important component of autonomous driving and navigation.

Autonomous Driving Camera Relocalization +2