Jiaming Zhang

PhD thesis, 2023

Delving Deep Into One-Shot Skeleton-Based Action Recognition With Diverse Occlusions.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Unveiling the Hidden Realm: Self-supervised Skeleton-based Action Recognition in Occluded Environments.

[BibT_eX]

[DOI]

CoRR, 2023

OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic Segmentation of Road Scenes.

[BibT_eX]

[DOI]

CoRR, 2023

FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

MuscleMap: Towards Video-based Activated Muscle Group Estimation.

[BibT_eX]

[DOI]

CoRR, 2023

Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Tightly-Coupled LiDAR-Visual SLAM Based on Geometric Features for Mobile Agents.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Line Graphics Digitization: A Step Towards Full Automation.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Delivering Arbitrary-Modal Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Exploring Event-Driven Dynamic Context for Accident Scene Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance.

[BibT_eX]

[DOI]

Angela Constantinescu

Kunyu Peng

Karin Müller

IEEE Trans. Intell. Transp. Syst., 2022

MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Transfer Beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Computational Optics Meet Domain Adaptation: Transferring Semantic Segmentation Beyond Aberrations.

[BibT_eX]

[DOI]

CoRR, 2022

Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2022

Trans4Map: Revisiting Holistic Top-down Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Transformer-based Knowledge Distillation for Efficient Semantic Segmentation of Road-driving Scenes.

[BibT_eX]

[DOI]

CoRR, 2022

ProFormer: Learning Data-efficient Representations of Body Movement with Prototype-based Feature Augmentation and Visual Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Indoor Navigation Assistance for Visually Impaired People via Dynamic SLAM and Panoptic Segmentation with an RGB-D Sensor.

[BibT_eX]

[DOI]

Proceedings of the Computers Helping People with Special Needs, 2022

Multi-modal Depression Estimation Based on Sub-attentional Fusion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Should I take a walk? Estimating Energy Expenditure from Video Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MatchFormer: Interleaving Attention in Transformers for Feature Matching.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World.

[BibT_eX]

[DOI]

Angela Constantinescu

Kunyu Peng

Karin Müller