Search Results for author: Runmin Zhang

Found 8 papers, 5 papers with code

Language Driven Occupancy Prediction

1 code implementation25 Nov 2024 Zhu Yu, Bowen Pang, Lizhe Liu, Runmin Zhang, Qihao Peng, Maochun Luo, Sheng Yang, Mingxia Chen, Si-Yuan Cao, Hui-Liang Shen

To alleviate the inaccurate supervision, we propose a semantic transitive labeling pipeline to generate dense and finegrained 3D language occupancy ground truth.

InterNet: Unsupervised Cross-modal Homography Estimation Based on Interleaved Modality Transfer and Self-supervised Homography Prediction

no code implementations26 Sep 2024 Junchen Yu, Si-Yuan Cao, Runmin Zhang, Chenghao Zhang, Jianxin Hu, Zhu Yu, Beinan Yu, Hui-Liang Shen

We propose a novel unsupervised cross-modal homography estimation framework, based on interleaved modality transfer and self-supervised homography prediction, named InterNet.

Domain Generalization Homography Estimation

Learned Image Transmission with Hierarchical Variational Autoencoder

no code implementations29 Aug 2024 Guangyi Zhang, Hanlei Li, Yunlong Cai, Qiyu Hu, Guanding Yu, Runmin Zhang

In this paper, we introduce an innovative hierarchical joint source-channel coding (HJSCC) framework for image transmission, utilizing a hierarchical variational autoencoder (VAE).

SCPNet: Unsupervised Cross-modal Homography Estimation via Intra-modal Self-supervised Learning

1 code implementation11 Jul 2024 Runmin Zhang, Jun Ma, Si-Yuan Cao, Lun Luo, Beinan Yu, Shu-Jie Chen, Junwei Li, Hui-Liang Shen

The correlation-based homography estimation network and the consistent feature map projection are combined to form the learnable architecture of SCPNet, boosting the unsupervised learning framework.

Homography Estimation Self-Supervised Learning

Recurrent Homography Estimation Using Homography-Guided Image Warping and Focus Transformer

1 code implementation CVPR 2023 Si-Yuan Cao, Runmin Zhang, Lun Luo, Beinan Yu, Zehua Sheng, Junwei Li, Hui-Liang Shen

We propose the Recurrent homography estimation framework using Homography-guided image Warping and Focus transformer (FocusFormer), named RHWF.

Homography Estimation

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