activity
20222025
most citedEA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object Detection

13 citations · 18 across the 9 of their papers we have counts for

collaborators

9 papers

cs.CV2025

Dense Video Captioning using Graph-based Sentence Summarization

Zhiwang Zhang, Dong Xu, Wanli Ouyang +1

Recently, dense video captioning has made attractive progress in detecting and captioning all events in a long untrimmed video. Despite promising results were achieved, most existi…

cs.CV2025

Show, Tell and Summarize: Dense Video Captioning Using Visual Cue Aided Sentence Summarization

Zhiwang Zhang, Dong Xu, Wanli Ouyang +1

In this work, we propose a division-and-summarization (DaS) framework for dense video captioning. After partitioning each untrimmed long video as multiple event proposals, where ea…

cs.CV2025

CLGRPO: Reasoning Ability Enhancement for Small VLMs

Fanyi Wang, Binzhi Dong, Haotian Hu +2

Small Vision Language Models (SVLMs) generally refer to models with parameter sizes less than or equal to 2B. Their low cost and power consumption characteristics confer high comme…

cs.CV2025

FastMap: Fast Queries Initialization Based Vectorized HD Map Reconstruction Framework

Haotian Hu, Jingwei Xu, Fanyi Wang +4

Reconstruction of high-definition maps is a crucial task in perceiving the autonomous driving environment, as its accuracy directly impacts the reliability of prediction and planni…

cs.CV2024

LoopAnimate: Loopable Salient Object Animation

Fanyi Wang, Peng Liu, Haotian Hu +6

Research on diffusion model-based video generation has advanced rapidly. However, limitations in object fidelity and generation length hinder its practical applications. Additional…

cs.CV2024★ 2 cited

ADMap: Anti-disturbance framework for reconstructing online vectorized HD map

Haotian Hu, Fanyi Wang, Yaonong Wang +3

In the field of autonomous driving, online high-definition (HD) map reconstruction is crucial for planning tasks. Recent research has developed several high-performance HD map reco…

cs.CV2023★ 1 cited

IC-FPS: Instance-Centroid Faster Point Sampling Module for 3D Point-base Object Detection

Hu Haotian, Wang Fanyi, Su Jingwen +2

3D object detection is one of the most important tasks in autonomous driving and robotics. Our research focuses on tackling low efficiency issue of point-based methods on large-sca…

cs.CV2023★ 13 cited

EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object Detection

Haotian Hu, Fanyi Wang, Jingwen Su +5

In recent years, great progress has been made in the Lift-Splat-Shot-based (LSS-based) 3D object detection method. However, inaccurate depth estimation remains an important constra…

eess.IV2022★ 2 cited

CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image

Jinkai Lv, Yuyong Hu, Quanshui Fu +6

The convolutional-based methods provide good segmentation performance in the medical image segmentation task. However, those methods have the following challenges when dealing with…