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Jianguo Sun

4 accepted papers

2024

DP-Font: Chinese Calligraphy Font Generation Using Diffusion Model and Physical Information Neural Network

IJCAI 2024poster

As a typical visual art form, Chinese calligraphy has a long history and aesthetic value. However, current methods for generating Chinese fonts still struggle with complex character shapes and lack personalized writing styles. To address these issues, we propose a font generation method for Chinese…

2023

Dual-Stage Graph Convolution Network With Graph Learning For Traffic Prediction

ICASSP 2023accepted

Robust and accurate traffic forecasting is a key issue in intelligent transportation systems. Existing studies usually employ pre-defined spatial graph or learned fixed adjacency graph and design models to capture spatial and temporal features. However, pre-defined or fixed graph can not accurately…

Cited by 0SourceScholar
2020

Meta Metric Learning for Highly Imbalanced Aerial Scene Classification

ICASSP 2020accepted

Class imbalance is an important factor that affects the performance of deep learning models used for remote sensing scene classification. In this paper, we propose a random finetuning meta metric learning model (RF-MML) to address this problem. Derived from episodic training in meta metric learning,…

Cited by 0SourceScholar
2019

EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors

CVPR 2019poster

In this paper, we introduce a new type of sensing modality, the Dynamic Vision Sensors (Event Cameras), for the task of gait recognition. Compared with the traditional RGB sensors, the event cameras have many unique advantages such as ultra low resources consumption, high temporal resolution and muc…

Cited by 186PDFScholar