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20212026
most citedSurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation

17 citations · 28 across the 9 of their papers we have counts for

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10 papers · 1 filter

cs.CV2026

SceneAE: Scene Generation and Reconstruction in Queryable 3D-Anchored Latent Space

Shuofeng Sun, Wenzhao Zheng, Yunpeng Zhang +3

Recent video world models have increasingly adopted 3D memory mechanisms to integrate historical observations into a lightweight and persistent scene representation. This naturally…

cs.CV2025

iGaussian: Real-Time Camera Pose Estimation via Feed-Forward 3D Gaussian Splatting Inversion

Hao Wang, Linqing Zhao, Xiuwei Xu +2

Recent trends in SLAM and visual navigation have embraced 3D Gaussians as the preferred scene representation, highlighting the importance of estimating camera poses from a single i…

cs.CV2025

Pseudo Depth Meets Gaussian: A Feed-forward RGB SLAM Baseline

Linqing Zhao, Xiuwei Xu, Yirui Wang +5

Incrementally recovering real-sized 3D geometry from a pose-free RGB stream is a challenging task in 3D reconstruction, requiring minimal assumptions on input data. Existing method…

cs.CV2024★ 1 cited

EmbodiedSAM: Online Segment Any 3D Thing in Real Time

Xiuwei Xu, Huangxing Chen, Linqing Zhao +3

Embodied tasks require the agent to fully understand 3D scenes simultaneously with its exploration, so an online, real-time, fine-grained and highly-generalized 3D perception model…

cs.CV2024

Memory-based Adapters for Online 3D Scene Perception

Xiuwei Xu, Chong Xia, Ziwei Wang +4

In this paper, we propose a new framework for online 3D scene perception. Conventional 3D scene perception methods are offline, i.e., take an already reconstructed 3D scene geometr…

cs.CV2023

Anyview: Generalizable Indoor 3D Object Detection with Variable Frames

Zhenyu Wu, Xiuwei Xu, Ziwei Wang +4

In this paper, we propose a novel network framework for indoor 3D object detection to handle variable input frame numbers in practical scenarios. Existing methods only consider fix…

cs.CV2023

Dense Hybrid Proposal Modulation for Lane Detection

Yuejian Wu, Linqing Zhao, Jiwen Lu +1

In this paper, we present a dense hybrid proposal modulation (DHPM) method for lane detection. Most existing methods perform sparse supervision on a subset of high-scoring proposal…

cs.CV2023★ 10 cited

SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving

Yi Wei, Linqing Zhao, Wenzhao Zheng +3

3D scene understanding plays a vital role in vision-based autonomous driving. While most existing methods focus on 3D object detection, they have difficulty describing real-world o…

cs.CV2022★ 17 cited

SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation

Yi Wei, Linqing Zhao, Wenzhao Zheng +5

Depth estimation from images serves as the fundamental step of 3D perception for autonomous driving and is an economical alternative to expensive depth sensors like LiDAR. The temp…

cs.CV2021

Similarity-Aware Fusion Network for 3D Semantic Segmentation

Linqing Zhao, Jiwen Lu, Jie Zhou

In this paper, we propose a similarity-aware fusion network (SAFNet) to adaptively fuse 2D images and 3D point clouds for 3D semantic segmentation. Existing fusion-based methods ac…