6 papers
Learning Fine-Grained Geometry for Sparse-View Splatting via Cascade Depth Loss
Wenjun Lu, Haodong Chen, Anqi Yi +4
Novel view synthesis is a fundamental task in 3D computer vision that aims to reconstruct photorealistic images from novel viewpoints given a set of posed images. However, reconstr…
Less is More: Skim Transformer for Light Field Image Super-resolution
Zeke Zexi Hu, Haodong Chen, Hui Ye +4
A light field image captures scenes through its micro-lens array, providing a rich representation that encompasses spatial and angular information. While this richness comes at sig…
AMMNet: An Asymmetric Multi-Modal Network for Remote Sensing Semantic Segmentation
Hui Ye, Haodong Chen, Zeke Zexi Hu +2
Semantic segmentation in remote sensing (RS) has advanced significantly with the incorporation of multi-modal data, particularly the integration of RGB imagery and the Digital Surf…
Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction
Zhuohang Zhu, Haodong Chen, Qiang Qu +2
Effective stock price forecasting (estimating future prices) and prediction (estimating future price changes) are pivotal for investors, regulatory agencies, and policymakers. Thes…
Beyond Gaussians: Fast and High-Fidelity 3D Splatting with Linear Kernels
Haodong Chen, Runnan Chen, Qiang Qu +4
Recent advancements in 3D Gaussian Splatting (3DGS) have substantially improved novel view synthesis, enabling high-quality reconstruction and real-time rendering. However, blurrin…
Adaptively Augmented Consistency Learning: A Semi-supervised Segmentation Framework for Remote Sensing
Hui Ye, Haodong Chen, Xiaoming Chen +1
Remote sensing (RS) involves the acquisition of data about objects or areas from a distance, primarily to monitor environmental changes, manage resources, and support planning and…