activity
20182022
most citedBEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving

84 citations · 207 across the 10 of their papers we have counts for

collaborators

15 papers

cs.CV202226 cited

BEVPoolv2: A Cutting-edge Implementation of BEVDet Toward Deployment

Junjie Huang, Guan Huang

We release a new codebase version of the BEVDet, dubbed branch dev2.0. With dev2.0, we propose BEVPoolv2 upgrade the view transformation process from the perspective of engineering…

cs.CV202284 cited

BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving

Yunpeng Zhang, Zheng Zhu, Wenzhao Zheng +4

In this paper, we present BEVerse, a unified framework for 3D perception and prediction based on multi-camera systems. Unlike existing studies focusing on the improvement of single…

cs.CV20221 cited

WebFace260M: A Benchmark for Million-Scale Deep Face Recognition

Zheng Zhu, Guan Huang, Jiankang Deng +8

Face benchmarks empower the research community to train and evaluate high-performance face recognition systems. In this paper, we contribute a new million-scale recognition benchma…

cs.CV202210 cited

HFT: Lifting Perspective Representations via Hybrid Feature Transformation

Jiayu Zou, Junrui Xiao, Zheng Zhu +4

Autonomous driving requires accurate and detailed Bird's Eye View (BEV) semantic segmentation for decision making, which is one of the most challenging tasks for high-level scene p…

cs.CV2021

Face-NMS: A Core-set Selection Approach for Efficient Face Recognition

Yunze Chen, Junjie Huang, Jiagang Zhu +4

Recently, face recognition in the wild has achieved remarkable success and one key engine is the increasing size of training data. For example, the largest face dataset, WebFace42M…

cs.CV202124 cited

Masked Face Recognition Challenge: The WebFace260M Track Report

Zheng Zhu, Guan Huang, Jiankang Deng +9

According to WHO statistics, there are more than 204,617,027 confirmed COVID-19 cases including 4,323,247 deaths worldwide till August 12, 2021. During the coronavirus epidemic, al…