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20212025
most citedUnsupervised Joint Learning of Depth, Optical Flow, Ego-motion from Video

4 citations · 7 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2025

Convex Hull-based Algebraic Constraint for Visual Quadric SLAM

Xiaolong Yu, Junqiao Zhao, Shuangfu Song +4

Using Quadrics as the object representation has the benefits of both generality and closed-form projection derivation between image and world spaces. Although numerous constraints…

cs.RO2024★ 1 cited

LOG-LIO2: A LiDAR-Inertial Odometry with Efficient Uncertainty Analysis

Kai Huang, Junqiao Zhao, Jiaye Lin +4

Uncertainty in LiDAR measurements, stemming from factors such as range sensing, is crucial for LIO (LiDAR-Inertial Odometry) systems as it affects the accurate weighting in the los…

cs.RO2024

N-Mapping: Normal Guided Neural Non-Projective Signed Distance Fields for Large-scale 3D Mapping

Shuangfu Song, Junqiao Zhao, Kai Huang +3

Accurate and dense mapping in large-scale environments is essential for various robot applications. Recently, implicit neural signed distance fields (SDFs) have shown promising adv…

cs.CV2022

Multistep feature aggregation framework for salient object detection

Xiaogang Liu Shuang Song

Recent works on salient object detection have made use of multi-scale features in a way such that high-level features and low-level features can collaborate in locating salient obj…

cs.RO2022

Scale Estimation with Dual Quadrics for Monocular Object SLAM

Shuangfu Song, Junqiao Zhao, Tiantian Feng +2

The scale ambiguity problem is inherently unsolvable to monocular SLAM without the metric baseline between moving cameras. In this paper, we present a novel scale estimation approa…

cs.NE2021★ 2 cited

ViF-SD2E: A Robust Weakly-Supervised Method for Neural Decoding

Jingyi Feng, Yong Luo, Shuang Song

Neural decoding plays a vital role in the interaction between the brain and the outside world. In this paper, we directly decode the movement track of a finger based on the neural…

cs.CV2021★ 4 cited

Unsupervised Joint Learning of Depth, Optical Flow, Ego-motion from Video

Jianfeng Li, Junqiao Zhao, Shuangfu Song +1

Estimating geometric elements such as depth, camera motion, and optical flow from images is an important part of the robot's visual perception. We use a joint self-supervised metho…