Search Results for author: Minglei Shu

Found 5 papers, 0 papers with code

Grouping Boundary Proposals for Fast Interactive Image Segmentation

no code implementations8 Sep 2023 Li Liu, Da Chen, Minglei Shu, Laurent D. Cohen

These boundary proposals are then incorporated into the proposed image segmentation model, such that the target segmentation contours are made up of a set of selected boundary proposals and the corresponding geodesic paths linking them.

Image Segmentation Segmentation +1

Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation

no code implementations15 Aug 2022 Liang Li, Chenpei Huang, Dian Shi, Hao Wang, Xiangwei Zhou, Minglei Shu, Miao Pan

Guided by FL convergence analysis, we formulate a joint transmission probability and local computing control optimization, aiming to minimize the overall energy consumption (i. e., iterative local computing + multi-round communications) of mobile devices in FL.

Federated Learning

To Talk or to Work: Delay Efficient Federated Learning over Mobile Edge Devices

no code implementations1 Nov 2021 Pavana Prakash, Jiahao Ding, Maoqiang Wu, Minglei Shu, Rong Yu, Miao Pan

Federated learning (FL), an emerging distributed machine learning paradigm, in conflux with edge computing is a promising area with novel applications over mobile edge devices.

Edge-computing Federated Learning

Geodesic Models with Convexity Shape Prior

no code implementations1 Nov 2021 Da Chen, Jean-Marie Mirebeau, Minglei Shu, Xuecheng Tai, Laurent D. Cohen

The minimal geodesic models based on the Eikonal equations are capable of finding suitable solutions in various image segmentation scenarios.

Image Segmentation Segmentation +1

A Generalized Asymmetric Dual-front Model for Active Contours and Image Segmentation

no code implementations14 Jun 2020 Da Chen, Jack Spencer, Jean-Marie Mirebeau, Ke Chen, Minglei Shu, Laurent D. Cohen

The Voronoi diagram-based dual-front active contour models are known as a powerful and efficient way for addressing the image segmentation and domain partitioning problems.

Image Segmentation Semantic Segmentation

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