ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement
Zixiang Wei, Yiting Wang, Lichao Sun, Athanasios V. Vasilakos, Lin Wang
IEEE TAI 2024
Keywords: Low-Light Image Enhancement
-
Co-Occ: Coupling Explicit Feature Fusion with Volume Rendering Regularization for Multi-Modal 3D Semantic Occupancy Prediction
Jingyi Pan, Zipeng Wang, Lin Wang
IEEE RA-L 2024
Keywords: 3D Semantic Occupancy Prediction
MYCloth: Towards Intelligent and Interactive Online T-Shirt Customization based on Uer's Preference
Yexin Liu, Lin Wang
IEEE CAI 2024
Keywords: Online Customization, Interactive
Interact360: Interactive Human-centered Text to 360 Panorama Generation
Zeyu Cai, Zhelong Huang, Xu Zheng, Yexin Liu, Chao Liu, Zeyu Wang, Lin Wang
IEEE CAI 2024
Keywords: Text-to-360
BrightDreamer: Generic 3D Gaussian Generative Framework for Fast Text-to-3D Synthesis
Lutao Jiang, Lin Wang
Arxiv
Keywords: 3D Gaussian, Text-to-3D
Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation
Yuanhuiyi Lyu, Xu Zheng, Lin Wang
Arxiv
Keywords: Multi-modal Image Generation
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
Xu Zheng, Lin Wang
CVPR 2024
Keywords: UDA, Object Recognition
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation
Weiming Zhang, Yexin Liu, Xu Zheng, Lin Wang
CVPR 2024
Keywords: Panoramic Semantic Segmentation, SAM
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More
Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang
CVPR 2024
Keywords: Language-guided, Action Recognition
How the Hell does NeRF Matter for Real-Time RGB-D SLAM: A Novel Benchmark for Scene Representation and Geometric Rendering
Tongyan Hua, Lin Wang
CVPR 2024
Keywords: Benchmark, RGB-D SLAM
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
Yuanhuiyi Lyu, Xu Zheng, Jiazhou Zhou, Lin Wang
CVPR 2024
Keywords: Multi-modal Learning, LLM
Towars Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach
Guoqiang Liang, Kanghao Chen, Hangyu Li, Yunfan Lu, Lin Wang
CVPR 2024
Keywords: Low-Light Enhancement, Event
Elite360D: Towards Efficient 360 Depth Estimation via Semantic- and Distance-Aware Bi-Projection Fusion
Hao Ai, Lin Wang
CVPR 2024
Keywords: 360 Depth Estimation
Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation
Xu Zheng, Pengyuan Zhou, Athanasios Vasilakos, Lin Wang
CVPR 2024
Keywords: UDA/ Panoramic Segmentation
Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera
Jiahang Cao, Xu Zheng, Yuanhuiyi Lyu, Jiaxu Wang, Renjing Xu, Lin Wang
ICRA 2024
Keywords: Object Detection, Event
SRFNet: Monocular Depth Estimation with Fine-grained Structure via Spatial Reliability-oriented Fusion of Frames and Events
Tianbo Pan, Zidong Cao, Lin Wang
ICRA 2024
Keywords: Depth Estimation, Event
Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students
Xu Zheng, Yunhao Luo, Chong Fu, Kangcheng Liu, Lin Wang
ICRA 2024
Keywords: CNN, Transformer, Semantic segmentation
Hi-Map: Hierarchical Factorized Radiance Field for High-Fidelity Monocular Dense Mapping
Tongyan Hua, Haotian Bai, Zidong Cao, Ming Liu, Dacheng Tao, Lin Wang
Arxiv
Keywords: SLAM, NeRF
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360$^\circ$ Image Outpainting
Hao Ai, Zidong Cao, Haonan Lu, Chen Chen, Jian Ma, Pengyuan Zhou, Tae-Kyun Kim, Pan Hui, Lin Wang
IEEE VR 2024
Keywords: Panorama images,Virtual Scene Creation.
Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras
Tongyu Zhang, Yiran Shen, Guangrong Zhao, Lin Wang, Xiaoming Chen, Lu Bai, Yuanfeng Zhou
IEEE VR 2024
Keywords: Pupil Tracking,Event Cameras.
Test-Time Adaptation for Nighttime Color-Thermal Semantic Segmentation
Yexin Liu, Weiming Zhang, Guoyang Zhao, Jinjing Zhu, Athanasios Vasilakos, Lin Wang
IEEE Transactions on Artificial Intelligence
Keywords: Night-time segmentation, TTA, Cross-modal learning.
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation
Jingyi Pan, Sihang Li, Yucheng Chen, Jinjing Zhu, Lin Wang
Arxiv
Keywords: Nighttime Semantic Segmentation, UDA
E-CLIP: Towards Label-efficient Event-based Open-world Understanding by CLIP
Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang
Arxiv (TPAMI in review)
Keywords: CLIP, Open-World Understanding, Event
Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation for Panoramic Semantic Segmentation
Xu Zheng, Tianbo Pan, Yunhao Luo, Lin Wang
ICCV 2023
Keywords: Panoramic Semantic Segmentation, Unsupervised Domain Adaptation
OmniZoomer: Learning to Move and Zoom in on Sphere at High-Resolution
Zidong Cao, Hao Ai, Yan-Pei Cao, Ying Shan, Xiaohu Qie, Lin Wang
ICCV 2023
Keywords: Omnidirectional image, Mobius transformation, Image enhancement
Dynamic PlenOctree for Adaptive Sampling Refinement in Explicit NeRF
Haotian Bai, Yiqi Lin, Yize Chen, Lin Wang
ICCV 2023
Keywords: NeRF, compactness, real-time rendering
A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic Segmentation
Jinjing Zhu, Yunhao Luo, Xu Zheng, Hao Wang, Lin Wang
ICCV 2023
Keywords: knowledge distillation, mutual learning, Transformer
Benchmarking and Analyzing Robust Point Cloud Recognition: Bag of Tricks for Defending Adversarial Examples
Qiufan Ji, Lin Wang (corresponding author), Shengshan Hu, Lichao Sun, Cong Shi, Yingying Chen
ICCV 2023
Keywords: Deep Neural Networks, 3D Point Cloud Recognition
360∘ High-Resolution Depth Estimation via Uncertainty-aware Structural Knowledge Transfer
Zidong Cao, Hao Ai, Lin Wang
Arxiv
Keywords: omnidirectional image, depth estimation, image super-resolution, knowledge transfer, weakly-supervised learning
Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback
Yiqi Lin, Hao Wu, Ruichen Wang, Haonan Lu, Xiaodong Lin, Hui Xiong, Lin Wang
Arxiv
Keywords: Large Language Models, 3D Generative Models, Multi-round Interactions
Learning INR for Event-guided Rolling Shutter Frame Correction, Deblur, and Interpolation
Yunfan Lu, Guoqiang Liang, Lin Wang
Arxiv
Keywords: Rolling Shutter, Deblur, Frame Interpolation
CompoNeRF: Text-guided Multi-object Compositional NeRF with Editable 3D Scene Layout
Yiqi Lin, Haotian Bai, Sijia Li, Haonan Lu, Xiaodong Lin, Hui Xiong, Lin Wang
Arxiv
Keywords: NeRF, text-to-image generation, diffusuion, 3D content
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks
Xu Zheng, Yexin Liu, Yunfan Lu, Tongyan Hua, Tianbo Pan, Weiming Zhang, Dacheng Tao, Lin Wang
Arxiv
Keywords: event-based vision, deep learning, benchmarks
Learning Spatial-Temporal Implicit Neural Representations for Event-Guided Video Super-Resolution
Yunfan Lu, Zipeng Wang, Minjie Liu, Hongjian Wang, Lin Wang
CVPR 2023
Keywords: event-based vision, video super-resolution
HRDFuse: Monocular 360°Depth Estimation by Collaboratively Learning Holistic-with-Regional Depth Distributions
Hao Ai, Zidong cao, Yan-pei Cao, Ying Shan, Lin Wang
CVPR 2023
Keywords: 360 vision, depth estimation
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective
Jinjing Zhu, Haotian Bai, Lin Wang
CVPR 2023 (Highlight top 2.5%)
Keywords: UDA, game theory
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation
Xu Zheng, Jinjing Zhu, Yexin Liu, Zidong Cao, Chong Fu, Lin Wang
CVPR 2023
Keywords: 360 vision, UDA, Segmentation
Vetaverse: A Survey on the Intersection of Metaverse, Vehicles, and Transportation Systems
Pengyuan Zhou, Jinjing Zhu, Yiting Wang, Yunfan Lu, Zixiang Wei, Haolin Shi, Yuchen Ding, Yu Gao, Qinglong Huang, Yan Shi, Ahmad Alhilal, Lik-Hang Lee, Tristan Braud, Pan Hui, Lin Wang
AAAI 2023
Keywords: Metaverse, Transportation
SEPT: Towards Scalable and Efficient Visual Pre-Training
Yiqi Lin, Huabin Zheng, Huaping Zhong, Jinjing Zhu, Weijia Li, Conghui He, Lin Wang
AAAI 2023
Keywords: CNN, model pretraining, image classification
Deep Learning for Omnidirectional Vision: A Survey and New Perspectives
Hao Ai*, Zidong Cao˚, Jinjing Zhu, Haotian Bai, Yucheng Chen, and Lin Wang
Arxiv (TPAMI in review)
Keywords: 360 vision, deep learning, survey and analysis
All One Needs to Know about Priors for Deep Image Restoration and Enhancement: A Survey
Changgyoon Oh, Wonjune Cho, Daehee Park, Yujeong Chae, Lin Wang, Kuk-Jin Yoon
Arxiv (TPAMI in review)
Keywords: Prior, Image restoration and enhancement, survey and alalysis
Efficient Video Deblurring Guided by Motion Magnitude
Yusheng Wang, Yunfan Lu, Ye Gao, Lin Wang, Zhihang Zhong, Yinqiang Zheng, and Atsushi Yamashita
ECCV 2022
Keywords: Video deblurring, motion magnitude
BIPS: Bi-modal Indoor Panorama Synthesis via Residual Depth-aided Adversarial Learning
Changgyoon Oh, Wonjune Cho, Daehee Park, Yujeong Chae, Lin Wang, Kuk-Jin Yoon
ECCV 2022
Keywords: Panorama synthesis, bi-modal fusion, adversarial learning
Event-guided Deblurring of Unknown Exposure Time Videos
Taewoo Kim, Jungmin Lee, Lin Wang and Kuk-Jin Yoon
ECCV 2022
Keywords: Event-based vision, video deblurring, video frame acquisition
SphereSR: 360° Image Super-Resolution with Arbitrary Projection via Continuous Spherical Image Representation
Youngho Yoon, Lin Wang, Inchul Chung and Kuk-Jin Yoon
CVPR 2022
Keywords: Ominidirectional vision, Image super-resolution, Continuous image representation
Deep Learning for HDR Imaging: State-of-the-Art and Future Trends
Lin Wang and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, IF: 17.861)
Keywords: High dynamic range imaging, Convolutional Neural Networks (CNNs), Deep Learning
All One Needs to Know about Metaverse: A Complete Survey on Technological Singularity, Virtual Ecosystem, and Research Agenda
Lik-Hang Lee, Tristan Braud*, Pengyuan Zhou*, Lin Wang*, Dianlei Xu*, Zijun Lin*, Abhishek Kumar*, Carlos Bermejo*, Pan Hui (*Co-authorship)
The proceedings of IEEE (IF: 10.961)
Keywords: Metaverse, interaction techniques, AI
SiamEvent:Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks
Yujeon Chae, Lin Wang and Kuk-Jin Yoon
IEEE RA-L and ICRA, 2022.
Keywords: Event-based vision, object tracking
Semi-supervised Transfer Learning for Single Image Super-Resolution via Feature Augmentation and Inverse Consistency Regularization
Lin Wang and Kuk-Jin Yoon
the Association for the Advancement of Artificial Intelligence (AAAI), 2022.
Keywords: Image super-resolution, Semi-supervised learning, transfer learning
Joint Framework for Intensity Image Reconstruction and Super-Resolution with an Event Camera
Lin Wang, Tae-Kyun Kim and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, IF: 17.861)
Keywords: Adversarial attack, Holistic scene understanding, Multi-task learning, Generative model
PSAT-GAN: Efficient Adversarial Attacks against Holistic Scene Understanding
Lin Wang and Kuk-Jin Yoon
IEEE Transactions on Image Processing (TIP, IF 10.856)
Keywords: Adversarial attack, Holistic scene understanding, Multi-task learning, Generative model
Semi-supervised Student-Teacher Learning for Single Image Super-Resolution
Lin Wang and Kuk-Jin Yoon
Pattern Recognition (PR, IF 7.74)
Keywords: Image super-resolution, Semi-supervised learning, Student-Teacher learning, Adversarial Learning.
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Image Translation
Lin Wang, YuJeon Chae and Kuk-Jin Yoon
International Conference on Computer Vision (ICCV), 2021.
Keywords: Event-based vision, dual-transfer learning, event to image translation
GraphShop: Graph-based Approach for Shop-type Recommendation
Guoyuan An, Sungeui Yoon, Jaeyoon Kim, Lin Wang and Myoungho Kim
SIAM International Conference on Data Mining
Keywords: shop-type recommendation, graph neural network, smart city, recommender system
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation
Lin Wang, YuJeon Chae, Sunghoon Yoon, Tae-Kyun Kim and Kuk-Jin Yoon
The Conference on Computer Vision and Pattern Recognition (CVPR) 2021
Keywords: Event-based vision, Knowledge distillation, Semantic segmentation, Generative model
Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks
Lin Wang and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, IF 17.861)
Keywords: knowledge distillation, student-teacher learning, visual intelligence
Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow
S. Mohammad Mostafavi I., Lin Wang, and Kuk-Jin Yoon
International Journal of Computer Vision (IJCV, IF: 7.410)
Keywords: Event-based vision, HDR image reconstruction, depth and flow estimation
EventSR: from asynchronous events to image reconstruction, restoration, and super-resolution via end-to-end adversarial learning
Lin Wang, Tae-Kyun Kim and Kuk-Jin Yoon
The Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Keywords: Event-based vision, image reconstruction, restoration, super-resolution, GAN
Deceiving Image-to-Image Translation Networks for Autonomous Driving With Adversarial Perturbations
Lin Wang, Wonjune Cho and Kuk-Jin Yoon
International Conference on Robotics and Automation (ICRA 2020) and IEEE Robotics and Automation Letters (RA-L, IF: 3.608)
Keyworks: adversarial attack, Image to image translation, Autonomous driving
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks
Lin Wang, S. Mohammad Mostafavi I., Yo-Sung Ho, and Kuk-Jin Yoon
The Conference on Computer Vision and Pattern Recognition (CVPR) 2019
Keywords: event-based vision, image reconstruction, high-framerate video, GAN
Co-DesignMR: A MR-based Interactive Workstation Design System Supporting Collaboration
Lin Wang and Kuk-Jin Yoon
Arxiv 2020
Keywords: Mixed reality, ergonomics, product design
Visual simulation of a capsizing ship in stormy weather condition
Lin Wang and Soonhung Han
The Visual Computer
Keywords: Ship capsize, fluid simulation, visual effects
A visual simulation of ocean floating wind power system
Lin Wang, Hyuncheol Kim, Imgyu Kim and Soonhung Han
Computer Animation and Virtual Worlds
Keywords: Wind turbine design, visual simulation, physically-based fluid simulation