Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection

21 March 2023

Xiangyu Zhang

Papers citing "Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection"

50 / 151 papers shown

Title
DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation Guosheng Zhao Xiaofeng Wang Zheng Zhu Xinze Chen Guan Huang Xiaoyi Bao Xingang Wang VGen 38 14 0 11 Mar 2024
Enhancing 3D Object Detection with 2D Detection-Guided Query Anchors Haoxuanye Ji Pengpeng Liang Erkang Cheng 3DPC 41 3 0 10 Mar 2024
FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View Jiawei Hou Xiaoyan Li Wenhao Guan Gang Zhang Di Feng Yuheng Du Xiangyang Xue Jian Pu 3DPC 34 24 0 05 Mar 2024
OccTransformer: Improving BEVFormer for 3D camera-only occupancy prediction Jian Liu Sipeng Zhang Chuixin Kong Wenyuan Zhang Yuhang Wu Yikang Ding Borun Xu Ruibo Ming Dong-Lai Wei Xianming Liu 28 7 0 28 Feb 2024
Cohere3D: Exploiting Temporal Coherence for Unsupervised Representation Learning of Vision-based Autonomous Driving Yichen Xie Hongge Chen Gregory P. Meyer Yong Jae Lee Eric M. Wolff Masayoshi Tomizuka Wei Zhan Yuning Chai Xin Huang 3DPC 40 1 0 23 Feb 2024
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning Shaoyu Chen Bo Jiang Hao Gao Bencheng Liao Qing Xu Qian Zhang Chang Huang Wenyu Liu Xinggang Wang BDL 46 43 0 20 Feb 2024
OccFlowNet: Towards Self-supervised Occupancy Estimation via Differentiable Rendering and Occupancy Flow Simon Boeder Fabian Gigengack Benjamin Risse 43 15 0 20 Feb 2024
CurveFormer++: 3D Lane Detection by Curve Propagation with Temporal Curve Queries and Attention Yifeng Bai Zhirong Chen Pengpeng Liang Erkang Cheng Erkang Cheng ViT 31 8 0 09 Feb 2024
Toward Accurate Camera-based 3D Object Detection via Cascade Depth Estimation and Calibration Chaoqun Wang Yiran Qin Zijian Kang Ningning Ma Ruimao Zhang 32 1 0 07 Feb 2024
Ray Denoising: Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection Feng Liu Tengteng Huang Qianjing Zhang Haotian Yao Chi Zhang Fang Wan QiXiang Ye Yanzhao Zhou 25 12 0 06 Feb 2024
Stream Query Denoising for Vectorized HD Map Construction Shuo Wang Fan Jia Yingfei Liu Yucheng Zhao Zehui Chen Tiancai Wang Chi Zhang Xiangyu Zhang Feng Zhao 33 18 0 17 Jan 2024
UniVision: A Unified Framework for Vision-Centric 3D Perception Yu Hong Qian Liu Huayuan Cheng Danjiao Ma Hang Dai Yu Wang Guangzhi Cao Yong Ding 37 7 0 13 Jan 2024
WidthFormer: Toward Efficient Transformer-based BEV View Transformation Chenhongyi Yang Tianwei Lin Lichao Huang Elliot J. Crowley ViT 44 2 0 08 Jan 2024
Distilling Temporal Knowledge with Masked Feature Reconstruction for 3D Object Detection Haowen Zheng Dong Cao Jintao Xu Rui Ai Weihao Gu Yang Yang Yanyan Liang 33 1 0 03 Jan 2024
BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving Tao Tang Dafeng Wei Zhengyu Jia Tian Gao Changwei Cai ... Yixing Zhao Fu Liu Xiaodan Liang Xianpeng Lang Yang Wang 28 6 0 02 Jan 2024
Fully Sparse 3D Occupancy Prediction Haisong Liu Yang Chen Haiguang Wang Zetong Yang Tianyu Li Jia Zeng Li Chen Hongyang Li Limin Wang 35 13 0 28 Dec 2023
Lift-Attend-Splat: Bird's-eye-view camera-lidar fusion using transformers James Gunn Zygmunt Lenyk Anuj Sharma Andrea Donati Alexandru Buburuzan John Redford Romain Mueller MDE 32 8 0 22 Dec 2023
Diffusion-Based Particle-DETR for BEV Perception Asen Nachkov Martin Danelljan D. Paudel Luc Van Gool DiffM 34 3 0 18 Dec 2023
Learned Fusion: 3D Object Detection using Calibration-Free Transformer Feature Fusion Michael Fürst Rahul Jakkamsetty René Schuster Didier Stricker 21 2 0 14 Dec 2023
OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries Yuhang Lu Xinge Zhu Tai Wang Yuexin Ma 3DV 32 26 0 06 Dec 2023
Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? Zhiqi Li Zhiding Yu Shiyi Lan Jiahan Li Jan Kautz Tong Lu Jose M. Alvarez 29 70 0 05 Dec 2023
BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection Zhenxin Li Shiyi Lan Jose M. Alvarez Zuxuan Wu 28 15 0 04 Dec 2023
Driving into the Future: Multiview Visual Forecasting and Planning with World Model for Autonomous Driving Yu-Quan Wang Jiawei He Lue Fan Hongxin Li Yuntao Chen Zhaoxiang Zhang VGen 59 116 0 29 Nov 2023
Panacea: Panoramic and Controllable Video Generation for Autonomous Driving Yuqing Wen Yucheng Zhao Yingfei Liu Fan Jia Yanhui Wang Chong Luo Chi Zhang Tiancai Wang Xiaoyan Sun Xiangyu Zhang 70 57 0 28 Nov 2023
ADriver-I: A General World Model for Autonomous Driving Fan Jia Weixin Mao Yingfei Liu Yucheng Zhao Yuqing Wen Chi Zhang Xiangyu Zhang Tiancai Wang 37 63 0 22 Nov 2023
Sparse4D v3: Advancing End-to-End 3D Detection and Tracking Xuewu Lin Zi-Hui Pei Tianwei Lin Lichao Huang Zhizhong Su 21 34 0 20 Nov 2023
PPAD: Iterative Interactions of Prediction and Planning for End-to-end Autonomous Driving Zhili Chen Maosheng Ye Shuangjie Xu Tongyi Cao Qifeng Chen 31 6 0 14 Nov 2023
YOLO-BEV: Generating Bird's-Eye View in the Same Way as 2D Object Detection Chang Liu Liguo Zhou Yanliang Huang Alois C. Knoll 10 4 0 26 Oct 2023
Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection Linyan Huang Zhiqi Li Chonghao Sima Wenhai Wang Jingdong Wang Yu Qiao Hongyang Li 36 11 0 24 Oct 2023
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers Takeru Miyato Bernhard Jaeger Max Welling Andreas Geiger ViT 34 14 0 16 Oct 2023
CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity Haowen Shi Chengshan Pang Jiaming Zhang Kailun Yang Yuhao Wu Huajian Ni Yining Lin Rainer Stiefelhagen Kaiwei Wang MDE 22 17 0 04 Oct 2023
BEVHeight++: Toward Robust Visual Centric 3D Object Detection Lei Yang Dor Tsur Ziv Goldfeld Peng Chen Kun Yuan Li-e Wang Yi Huang Xinyu Zhang Kaicheng Yu 35 20 0 28 Sep 2023
FusionFormer: A Multi-sensory Fusion in Bird's-Eye-View and Temporal Consistent Transformer for 3D Object Detection Chunyong Hu Hang Zheng Kun Li Jianyun Xu Weibo Mao ... Kaixuan Liu Yiru Zhao Peihan Hao Minzhe Liu Kaicheng Yu ViT 3DPC 26 15 0 11 Sep 2023
StreamMapNet: Streaming Mapping Network for Vectorized Online HD Map Construction Tianyuan Yuan Yicheng Liu Yue Wang Yilun Wang Hang Zhao 27 77 0 24 Aug 2023
Far3D: Expanding the Horizon for Surround-view 3D Object Detection Xiaohui Jiang Shuailin Li Yingfei Liu Shihao Wang Fan Jia Tiancai Wang Lijin Han Xiangyu Zhang 23 46 0 18 Aug 2023
SparseBEV: High-Performance Sparse 3D Object Detection from Multi-Camera Videos Haisong Liu Yao Teng Tao Lu Haiguang Wang Liming Wang 16 97 0 18 Aug 2023
FB-BEV: BEV Representation from Forward-Backward View Transformations Zhiqi Li Zhiding Yu Wenhai Wang Anima Anandkumar Tong Lu J. Álvarez 17 77 0 04 Aug 2023
OnlineRefer: A Simple Online Baseline for Referring Video Object Segmentation Dongming Wu Tiancai Wang Yuang Zhang Xiangyu Zhang Jianbing Shen VOS 35 33 0 18 Jul 2023
S.T.A.R.-Track: Latent Motion Models for End-to-End 3D Object Tracking with Adaptive Spatio-Temporal Appearance Representations Simon Doll Niklas Hanselmann Lukas Schneider Richard Schulz Markus Enzweiler Hendrik P. A. Lensch 21 3 0 30 Jun 2023
PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic Segmentation Yu-Quan Wang Yuntao Chen Xingyu Liao Lue Fan Zhaoxiang Zhang 81 72 0 16 Jun 2023
Weakly Supervised 3D Object Detection with Multi-Stage Generalization Jiawei He Yu-Quan Wang Yuntao Chen Zhaoxiang Zhang 3DPC 36 2 0 08 Jun 2023
OCBEV: Object-Centric BEV Transformer for Multi-View 3D Object Detection Zhangyang Qi Jiaqi Wang Xiaoyang Wu Hengshuang Zhao 24 10 0 02 Jun 2023
UniScene: Multi-Camera Unified Pre-training via 3D Scene Reconstruction for Autonomous Driving Chen Min Liang Xiao Dawei Zhao Yiming Nie Bin Dai 21 17 0 30 May 2023
Sparse4D v2: Recurrent Temporal Fusion with Sparse Model Xuewu Lin Tianwei Lin Zi-Hui Pei Lichao Huang Zhizhong Su 3DGS 35 54 0 23 May 2023
Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection Jinhyung D. Park Chenfeng Xu Shijia Yang Kurt Keutzer Kris M. Kitani M. Tomizuka Wei Zhan 79 154 0 05 Oct 2022
BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo Yinhao Li Han Bao Zheng Ge Jinrong Yang Jian‐Yuan Sun Zeming Li 70 110 0 21 Sep 2022
Vision-Centric BEV Perception: A Survey Yuexin Ma Tai Wang Xuyang Bai Huitong Yang Yuenan Hou Yaming Wang Yu Qiao Ruigang Yang Dinesh Manocha Xinge Zhu 41 129 0 04 Aug 2022
PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images Yingfei Liu Junjie Yan Fan Jia Shuailin Li Q. Gao Tiancai Wang X. Zhang Jian-jun Sun 3DPC 24 343 0 02 Jun 2022
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 218 742 0 07 Jan 2021
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection Benjin Zhu Zhengkai Jiang Xiangxin Zhou Zeming Li Gang Yu 3DPC 160 484 0 26 Aug 2019