Search Results for author: Jintao Cheng

Found 6 papers, 4 papers with code

MambaMOS: LiDAR-based 3D Moving Object Segmentation with Motion-aware State Space Model

1 code implementation19 Apr 2024 Kang Zeng, Hao Shi, Jiacheng Lin, Siyu Li, Jintao Cheng, Kaiwei Wang, Zhiyong Li, Kailun Yang

In this paper, we propose a novel LiDAR-based 3D Moving Object Segmentation with Motion-aware State Space Model, termed MambaMOS.

Object Semantic Segmentation

Speech Emotion Recognition Via CNN-Transforemr and Multidimensional Attention Mechanism

1 code implementation7 Mar 2024 Xiaoyu Tang, Yixin Lin, Ting Dang, Yuanfang Zhang, Jintao Cheng

In this paper, to model local and global information at different levels of granularity in speech and capture temporal, spatial and channel dependencies in speech signals, we propose a Speech Emotion Recognition network based on CNN-Transformer and multi-dimensional attention mechanisms.

Speech Emotion Recognition

YOLO-Ant: A Lightweight Detector via Depthwise Separable Convolutional and Large Kernel Design for Antenna Interference Source Detection

1 code implementation20 Feb 2024 Xiaoyu Tang, Xingming Chen, Jintao Cheng, Jin Wu, Rui Fan, Chengxi Zhang, Zebo Zhou

In this article, an antenna dataset is created to address important antenna interference source detection issues and serves as the basis for subsequent research.

object-detection Small Object Detection

MF-MOS: A Motion-Focused Model for Moving Object Segmentation

1 code implementation30 Jan 2024 Jintao Cheng, Kang Zeng, Zhuoxu Huang, Xiaoyu Tang, Jin Wu, Chengxi Zhang, Xieyuanli Chen, Rui Fan

Moving object segmentation (MOS) provides a reliable solution for detecting traffic participants and thus is of great interest in the autonomous driving field.

Autonomous Driving Object +1

Bone Marrow Cell Recognition: Training Deep Object Detection with A New Loss Function

no code implementations25 Oct 2021 Dehao Huang, Jintao Cheng, Rui Fan, Zhihao Su, Qiongxiong Ma, Jie Li

Therefore, it is crucial to study a robust bone marrow cell detection algorithm for a quantitative automatic analysis system.

Cell Detection object-detection +1

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