46 citations · 107 across the 13 of their papers we have counts for
12 papers · 1 filter
BEV-IO: Enhancing Bird's-Eye-View 3D Detection with Instance Occupancy
Zaibin Zhang, Yuanhang Zhang, Lijun Wang +2
A popular approach for constructing bird's-eye-view (BEV) representation in 3D detection is to lift 2D image features onto the viewing frustum space based on explicitly predicted d…
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
Xin Chen, Ben Kang, Jiawen Zhu +3
In this paper, we introduce a new sequence-to-sequence learning framework for RGB-based and multi-modal object tracking. First, we present SeqTrack for RGB-based tracking. It casts…
Towards Grand Unification of Object Tracking
Bin Yan, Yi Jiang, Peize Sun +4
We present a unified method, termed Unicorn, that can simultaneously solve four tracking problems (SOT, MOT, VOS, MOTS) with a single network using the same model parameters. Due t…
SRRT: Exploring Search Region Regulation for Visual Object Tracking
Jiawen Zhu, Xin Chen, Pengyu Zhang +4
The dominant trackers generate a fixed-size rectangular region based on the previous prediction or initial bounding box as the model input, i.e., search region. While this manner o…
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection
Youwei Pang, Xiaoqi Zhao, Tian-Zhu Xiang +2
The recently proposed camouflaged object detection (COD) attempts to segment objects that are visually blended into their surroundings, which is extremely complex and difficult in…
Efficient Visual Tracking via Hierarchical Cross-Attention Transformer
Xin Chen, Ben Kang, Dong Wang +2
In recent years, target tracking has made great progress in accuracy. This development is mainly attributed to powerful networks (such as transformers) and additional modules (such…