Search Results for author: Yue Han

Found 13 papers, 4 papers with code

DiffFAE: Advancing High-fidelity One-shot Facial Appearance Editing with Space-sensitive Customization and Semantic Preservation

no code implementations26 Mar 2024 Qilin Wang, Jiangning Zhang, Chengming Xu, Weijian Cao, Ying Tai, Yue Han, Yanhao Ge, Hong Gu, Chengjie Wang, Yanwei Fu

Facial Appearance Editing (FAE) aims to modify physical attributes, such as pose, expression and lighting, of human facial images while preserving attributes like identity and background, showing great importance in photograph.

Attribute Semantic Composition

A Generalist FaceX via Learning Unified Facial Representation

1 code implementation31 Dec 2023 Yue Han, Jiangning Zhang, Junwei Zhu, Xiangtai Li, Yanhao Ge, Wei Li, Chengjie Wang, Yong liu, Xiaoming Liu, Ying Tai

This work presents FaceX framework, a novel facial generalist model capable of handling diverse facial tasks simultaneously.

Facial Editing

Diffusion Model with Clustering-based Conditioning for Food Image Generation

no code implementations1 Sep 2023 Yue Han, Jiangpeng He, Mridul Gupta, Edward J. Delp, Fengqing Zhu

Image-based dietary assessment serves as an efficient and accurate solution for recording and analyzing nutrition intake using eating occasion images as input.

Clustering Data Augmentation +2

APRIL-GAN: A Zero-/Few-Shot Anomaly Classification and Segmentation Method for CVPR 2023 VAND Workshop Challenge Tracks 1&2: 1st Place on Zero-shot AD and 4th Place on Few-shot AD

2 code implementations27 May 2023 Xuhai Chen, Yue Han, Jiangning Zhang

In this challenge, our method achieved first place in the zero-shot track, especially excelling in segmentation with an impressive F1 score improvement of 0. 0489 over the second-ranked participant.

Anomaly Classification Novelty Detection

Learning Global-aware Kernel for Image Harmonization

no code implementations ICCV 2023 Xintian Shen, Jiangning Zhang, Jun Chen, Shipeng Bai, Yue Han, Yabiao Wang, Chengjie Wang, Yong liu

To address this issue, we propose a novel Global-aware Kernel Network (GKNet) to harmonize local regions with comprehensive consideration of long-distance background references.

Image Harmonization

High-fidelity Generalized Emotional Talking Face Generation with Multi-modal Emotion Space Learning

no code implementations CVPR 2023 Chao Xu, Junwei Zhu, Jiangning Zhang, Yue Han, Wenqing Chu, Ying Tai, Chengjie Wang, Zhifeng Xie, Yong liu

Specifically, we supplement the emotion style in text prompts and use an Aligned Multi-modal Emotion encoder to embed the text, image, and audio emotion modality into a unified space, which inherits rich semantic prior from CLIP.

Talking Face Generation

Conditional Synthetic Food Image Generation

no code implementations16 Mar 2023 WenJin Fu, Yue Han, Jiangpeng He, Sriram Baireddy, Mridul Gupta, Fengqing Zhu

Therefore, we aim to explore the capability and improve the performance of GAN methods for food image generation.

Data Augmentation Image Classification +2

Multilingual Sentence Transformer as A Multilingual Word Aligner

1 code implementation28 Jan 2023 Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen

In this paper, we investigate whether multilingual sentence Transformer LaBSE is a strong multilingual word aligner.

Sentence Word Alignment +1

Improving Food Detection For Images From a Wearable Egocentric Camera

no code implementations19 Jan 2023 Yue Han, Sri Kalyan Yarlagadda, Tonmoy Ghosh, Fengqing Zhu, Edward Sazonov, Edward J. Delp

In this paper, we propose an approach to pre-process images collected by the AIM imaging sensor by rejecting extremely blurry images to improve the performance of food detection.

Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation

1 code implementation3 Jan 2023 Yue Han, Jiangning Zhang, Zhucun Xue, Chao Xu, Xintian Shen, Yabiao Wang, Chengjie Wang, Yong liu, Xiangtai Li

In this work, we explore a simple yet unified solution for FSIS as well as its incremental variants, and introduce a new framework named Reference Twice (RefT) to fully explore the relationship between support/query features based on a Transformer-like framework.

Benchmarking Few-Shot Object Detection +3

Optimizing Multiple Simultaneous Objectives for Voting and Facility Location

no code implementations7 Dec 2022 Yue Han, Christopher Jerrett, Elliot Anshelevich

In particular, we show that for any such pair of objectives, it is always possible to choose an outcome which simultaneously approximates both objectives within a factor of $1+\sqrt{2}$, and give a precise characterization of how this factor improves as the two objectives being optimized become more similar.

SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution

no code implementations12 Jan 2022 Jiangning Zhang, Chao Xu, Jian Li, Yue Han, Yabiao Wang, Ying Tai, Yong liu

In the practical application of restoring low-resolution gray-scale images, we generally need to run three separate processes of image colorization, super-resolution, and dows-sampling operation for the target device.

Colorization Image Colorization +1

An Integrated System for Mobile Image-Based Dietary Assessment

no code implementations5 Oct 2021 Zeman Shao, Yue Han, Jiangpeng He, Runyu Mao, Janine Wright, Deborah Kerr, Carol Boushey, Fengqing Zhu

Accurate assessment of dietary intake requires improved tools to overcome limitations of current methods including user burden and measurement error.

Nutrition

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