Search Results for author: Qihua Chen

Found 4 papers, 2 papers with code

Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing

1 code implementation5 Jan 2024 Qihua Chen, Xuejin Chen, Chenxuan Wang, Yixiong Liu, Zhiwei Xiong, Feng Wu

In this work, we aim to reduce human workload by predicting connectivity between over-segmented neuron pieces, taking both microscopy image and 3D morphology features into account, similar to human proofreading workflow.

Contrastive Learning Image Segmentation +1

Joint Denoising and Fusion with Short- and Long-exposure Raw Pairs

no code implementations17 Jun 2023 Qirui Yang, Yihao Liu, Qihua Chen, Jingyu Yang

Current methods predominantly generate HDR images from a set of bracketed exposure sRGB images.

Denoising HDR Reconstruction

View Adaptive Light Field Deblurring Networks with Depth Perception

no code implementations13 Mar 2023 Zeqi Shen, Shuo Zhang, Zhuhao Zhang, Qihua Chen, Xueyao Dong, Youfang Lin

On the other hand, because the blur degree also varies with the depth of the object, a depth perception view attention is designed to deblur different depth areas by selectively integrating information from different views.

Deblurring Image Deblurring

Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental Design

1 code implementation14 Mar 2022 Qihua Chen, Xuejin Chen, Hyun-Myung Woo, Byung-Jun Yoon

In this work, we propose a novel scheme to reduce the computational cost for objective-UQ via MOCU based on a data-driven approach.

Experimental Design Uncertainty Quantification

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