15 citations · 42 across the 8 of their papers we have counts for
7 papers · 1 filter
Long-term Visual Localization with Mobile Sensors
Shen Yan, Yu Liu, Long Wang +6
Despite the remarkable advances in image matching and pose estimation, image-based localization of a camera in a temporally-varying outdoor environment is still a challenging probl…
Render-and-Compare: Cross-View 6 DoF Localization from Noisy Prior
Shen Yan, Xiaoya Cheng, Yuxiang Liu +4
Despite the significant progress in 6-DoF visual localization, researchers are mostly driven by ground-level benchmarks. Compared with aerial oblique photography, ground-level map…
Image Retrieval for Structure-from-Motion via Graph Convolutional Network
Shen Yan, Yang Pen, Shiming Lai +2
Conventional image retrieval techniques for Structure-from-Motion (SfM) suffer from the limit of effectively recognizing repetitive patterns and cannot guarantee to create just eno…
Deep Motion Boundary Detection
Xiaoqing Yin, Xiyang Dai, Xinchao Wang +3
Motion boundary detection is a crucial yet challenging problem. Prior methods focus on analyzing the gradients and distributions of optical flow fields, or use hand-crafted feature…
FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification
Xiaoqing Yin, Xinchao Wang, Jun Yu +3
Images captured by fisheye lenses violate the pinhole camera assumption and suffer from distortions. Rectification of fisheye images is therefore a crucial preprocessing step for m…
Transferable Semi-supervised Semantic Segmentation
Huaxin Xiao, Yunchao Wei, Yu Liu +2
The performance of deep learning based semantic segmentation models heavily depends on sufficient data with careful annotations. However, even the largest public datasets only prov…
Self-explanatory Deep Salient Object Detection
Huaxin Xiao, Jiashi Feng, Yunchao Wei +1
Salient object detection has seen remarkable progress driven by deep learning techniques. However, most of deep learning based salient object detection methods are black-box in nat…