Search Results - "Duan, Ling"

NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding by Liu, Jun, Shahroudy, Amir, Perez, Mauricio, Wang, Gang, Duan, Ling-Yu, Kot, Alex C.

“…Research on depth-based human activity analysis achieved outstanding performance and demonstrated the effectiveness of 3D representation for action…”
Get full text

Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks by Jun Liu, Gang Wang, Ling-Yu Duan, Abdiyeva, Kamila, Kot, Alex C.

“…Human action recognition in 3D skeleton sequences has attracted a lot of research attention. Recently, long short-term memory (LSTM) networks have shown…”
Get full text

Embedding Adversarial Learning for Vehicle Re-Identification by Lou, Yihang, Bai, Yan, Liu, Jun, Wang, Shiqi, Duan, Ling-Yu

“…The high similarities of different real-world vehicles and great diversities of the acquisition views pose grand challenges to vehicle re-identification…”
Get full text

Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification by Dai, Yongxing, Liu, Jun, Bai, Yan, Tong, Zekun, Duan, Ling-Yu

“…Unsupervised domain adaptive (UDA) person re-identification (re-ID) is a challenging task due to the missing of labels for the target domain data. To handle…”
Get full text

Feature Boosting Network For 3D Pose Estimation by Liu, Jun, Ding, Henghui, Shahroudy, Amir, Duan, Ling-Yu, Jiang, Xudong, Wang, Gang, Kot, Alex C.

“…In this paper, a feature boosting network is proposed for estimating 3D hand pose and 3D body pose from a single RGB image. In this method, the features…”
Get full text

Group-Sensitive Triplet Embedding for Vehicle Reidentification by Bai, Yan, Lou, Yihang, Gao, Feng, Wang, Shiqi, Wu, Yuwei, Duan, Ling-Yu

“…The widespread use of surveillance cameras toward smart and safe cities poses the critical but challenging problem of vehicle reidentification (Re-ID). The…”
Get full text

Skeleton-Based Online Action Prediction Using Scale Selection Network by Liu, Jun, Shahroudy, Amir, Wang, Gang, Duan, Ling-Yu, Kot, Alex C.

“…Action prediction is to recognize the class label of an ongoing activity when only a part of it is observed. In this paper, we focus on online action…”
Get full text

Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning by Zhang, Lin, Shen, Li, Ding, Liang, Tao, Dacheng, Duan, Ling-Yu

“…Federated Learning (FL) is an emerging distributed learning paradigm under privacy constraint. Data heterogeneity is one of the main challenges in FL, which…”
Get full text

Disentangled Feature Learning Network and a Comprehensive Benchmark for Vehicle Re-Identification by Bai, Yan, Liu, Jun, Lou, Yihang, Wang, Ce, Duan, Ling-Yu

“…Vehicle Re-Identification (ReID) is of great significance for public security and intelligent transportation. Large and comprehensive datasets are crucial for…”
Get full text

Towards Low Light Enhancement With RAW Images by Huang, Haofeng, Yang, Wenhan, Hu, Yueyu, Liu, Jiaying, Duan, Ling-Yu

“…In this paper, we make the first benchmark effort to elaborate on the superiority of using RAW images in the low light enhancement and develop a novel…”
Get full text

Multi-scale Optimal Fusion model for single image dehazing by Zhao, Dong, Xu, Long, Yan, Yihua, Chen, Jie, Duan, Ling-Yu

“…Image acquisition is usually vulnerable to bad weathers, like haze, fog and smoke. Haze removal, namely dehazing has always been a great challenge in many…”
Get full text

Unified Spatio-Temporal Attention Networks for Action Recognition in Videos by Li, Dong, Yao, Ting, Duan, Ling-Yu, Mei, Tao, Rui, Yong

“…Recognizing actions in videos is not a trivial task because video is an information-intensive media and includes multiple modalities. Moreover, on each…”
Get full text

Global Context-Aware Attention LSTM Networks for 3D Action Recognition by Jun Liu, Gang Wang, Ping Hu, Ling-Yu Duan, Kot, Alex C.

“…Long Short-Term Memory (LSTM) networks have shown superior performance in 3D human action recognition due to their power in modeling the dynamics and…”
Get full text

IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID by Dai, Yongxing, Liu, Jun, Sun, Yifan, Tong, Zekun, Zhang, Chi, Duan, Ling-Yu

“…Unsupervised domain adaptive person re-identification (UDA re-ID) aims at transferring the labeled source domain's knowledge to improve the model's…”
Get full text

Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics by Yang, Wenhan, Huang, Haofeng, Hu, Yueyu, Duan, Ling-Yu, Liu, Jiaying

“…As an emerging research practice leveraging recent advanced AI techniques, e.g. deep models based prediction and generation, V ideo C oding for M achines ( VCM…”
Get full text

Coarse-to-fine Disentangling Demoiréing Framework for Recaptured Screen Images by Wang, Ce, He, Bin, Wu, Shengsen, Wan, Renjie, Shi, Boxin, Duan, Ling-Yu

“…Removing the undesired moiré patterns from images capturing the contents displayed on screens is of increasing research interest, as the need for recording and…”
Get full text

Towards Coding for Human and Machine Vision: Scalable Face Image Coding by Yang, Shuai, Hu, Yueyu, Yang, Wenhan, Duan, Ling-Yu, Liu, Jiaying

“…The past decades have witnessed the rapid development of image and video coding techniques in the era of big data. However, the signal fidelity-driven coding…”
Get full text

Hierarchical Connectivity-Centered Clustering for Unsupervised Domain Adaptation on Person Re-Identification by Bai, Yan, Wang, Ce, Lou, Yihang, Liu, Jun, Duan, Ling-Yu

“…Unsupervised domain adaptation (UDA) on person Re-Identification (ReID) aims to transfer the knowledge from a labeled source domain to an unlabeled target…”
Get full text

CoRRN: Cooperative Reflection Removal Network by Wan, Renjie, Shi, Boxin, Li, Haoliang, Duan, Ling-Yu, Tan, Ah-Hwee, Kot, Alex C.

“…Removing the undesired reflections from images taken through the glass is of broad application to various computer vision tasks. Non-learning based methods…”
Get full text

IDeRs: Iterative dehazing method for single remote sensing image by Xu, Long, Zhao, Dong, Yan, Yihua, Kwong, Sam, Chen, Jie, Duan, Ling-Yu

“…Remote sensing images (RSIs) taken in hazy conditions, such as haze, fog, thin could, snow, silt, dust, offgas, etc., suffer from sever color and contrast…”
Get full text