Rainer Stiefelhagen
- CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
2022/03/09 by Jiaming Zhang, Huayao Liu, Zhang, Jiaming +8 · 49 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics (cs.RO) #Visual Attention and Saliency Detection #electronic engineering #information engineering
- Delivering Arbitrary-Modal Semantic Segmentation
2023/03/02 by Jiaming Zhang, Zhang, Jiaming, Ruiping Liu +15 · 27 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Efficient Parameter-free Clustering Using First Neighbor Relations
2019/02/28 by M. Saquib Sarfraz, Sarfraz, M. Saquib, Vivek Sharma +3 · 16 citations
Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition
- MatchFormer: Interleaving Attention in Transformers for Feature Matching
2022/03/17 by Qing Wang, Wang, Qing, Jiaming Zhang +7 · 17 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Robotics (cs.RO) #electronic engineering #information engineering
- Temporally-Weighted Hierarchical Clustering for Unsupervised Action\n Segmentation
2021/03/20 by M. Saquib Sarfraz, Sarfraz, M. Saquib, Naila Murray +9 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Analysis and Summarization #Video Surveillance and Tracking Methods
- Uncertainty-aware Vision-based Metric Cross-view Geolocalization
2022/11/22 by Florian Fervers, Fervers, Florian, Sebastian Bullinger +7 · 11 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Robotic Path Planning Algorithms
- ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data
2020/08/20 by Jiaming Zhang, Kailun Yang, Zhang, Jiaming +3 · 8 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Traffic Prediction and Management Techniques
- A Pose-Sensitive Embedding for Person Re-Identification with Expanded\n Cross Neighborhood Re-Ranking
2017/11/28 by M. Saquib Sarfraz, Sarfraz, M. Saquib, Arne Schumann +5 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation
2022/03/02 by Jiaming Zhang, Kailun Yang, Zhang, Jiaming +9 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics (cs.RO) #electronic engineering #information engineering
- DR-TANet: Dynamic Receptive Temporal Attention Network for Street Scene Change Detection
2021/03/01 by Shuo Chen, Kailun Yang, Chen, Shuo +3 · 5 citations
Computer Science · Engineering · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Remote-Sensing Image Classification #Robotics (cs.RO) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- Multi-modal Depression Estimation based on Sub-attentional Fusion
2022/07/13 by Ping-Cheng Wei, Kunyu Peng, Wei, Ping-Cheng +9 · 5 citations
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Mental Health via Writing #Robotics (cs.RO) #Sentiment Analysis and Opinion Mining
- Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation
2022/07/25 by Jiaming Zhang, Kailun Yang, Zhang, Jiaming +16 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Robotics (cs.RO) #electronic engineering #information engineering
- Referring Atomic Video Action Recognition
2024/07/02 by Kunyu Peng, Peng, Kunyu, Jia Fu +19 · 10 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neural Networks and Applications #Robotics (cs.RO) #electronic engineering #information engineering
- Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling
2023/06/01 by Constantin Seibold, Seibold, Constantin, Alexander Jaus +14 · 6 citations
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.6 #I.4.7 #I.4.8 #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Capturing Omni-Range Context for Omnidirectional Segmentation
2021/03/09 by Kailun Yang, Yang, Kailun, Jiaming Zhang +7 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Robotics (cs.RO) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving
2024/02/28 by Jiacheng Lin, Jiajun Chen, Lin, Jiacheng +11 · 6 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Music and Audio Processing #Robotics (cs.RO) #Speech and Audio Processing #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe\n Dataset Enriched with Nutritional Information
2020/11/02 by Robin Ruede, Ruede, Robin, Verena Heußer +9 · 3 citations
Agricultural and Biological Sciences · Medicine · Nursing · #Biochemical Analysis and Sensing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Culinary Culture and Tourism #FOS: Computer and information sciences #I.5.4 #Nutritional Studies and Diet
- Fashion Forward: Forecasting Visual Style in Fashion
2017/05/18 by Ziad Al-Halah, Al-Halah, Ziad, Rainer Stiefelhagen +3 · 5 citations
Arts and Humanities · Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fashion and Cultural Textiles #Generative Adversarial Networks and Image Synthesis
- Anchor-free Small-scale Multispectral Pedestrian Detection
2020/08/19 by Alexander Wolpert, Michael Teutsch, Wolpert, Alexander +5 · 3 citations
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Advanced Measurement and Detection Methods #Infrared Target Detection Methodologies
- Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding
2022/10/07 by Constantin Seibold, Simon Reiß, Seibold, Constantin +17 · 4 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #I.4.8 #I.4.9 #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- 360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View
2023/03/21 by Zhifeng Teng, Jiaming Zhang, Teng, Zhifeng +13 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
- Exploring Event-driven Dynamic Context for Accident Scene Segmentation
2021/12/09 by Jiaming Zhang, Zhang, Jiaming, Kailun Yang +3 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Medical Imaging and Analysis
- Anatomy-guided Pathology Segmentation
2024/07/08 by Alexander Jaus, Jaus, Alexander, Constantin Seibold +17 · 6 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration
2022/03/02 by Kunyu Peng, Peng, Kunyu, Alina Roitberg +7 · 5 citations
Psychology · Computer Science · #Sleep and Work-Related Fatigue #Human-Automation Interaction and Safety #Context-Aware Activity Recognition Systems
- Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction
2022/03/24 by M. Saquib Sarfraz, Sarfraz, M. Saquib, Marios Koulakis +5 · 3 citations
Computer Science · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Graphics (cs.GR) #Machine Learning and Data Classification
- MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments
2023/02/28 by Junwei Zheng, Zheng, Junwei, Jiaming Zhang +7 · 4 citations
Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Tactile and Sensory Interactions #Visual Attention and Saliency Detection
- Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation
2021/10/21 by Jiaming Zhang, Zhang, Jiaming, Chaoxiang Ma +9 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Robotics (cs.RO) #electronic engineering #information engineering
- DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange
2021/08/13 by Chaoxiang Ma, Ma, Chaoxiang, Jiaming Zhang +7 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Robotics (cs.RO) #electronic engineering #information engineering
- CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity
2023/10/04 by Hao Shi, Chengshan Pang, Shi, Hao +15 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Infrastructure Maintenance and Monitoring
- Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines
2023/07/25 by Alexander Jaus, Jaus, Alexander, Constantin Seibold +13 · 3 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #electronic engineering #information engineering
- Let's Play for Action: Recognizing Activities of Daily Living by\n Learning from Life Simulation Video Games
2021/07/12 by Alina Roitberg, David Schneider, Roitberg, Alina +9 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Robotics (cs.RO) #Technology Use by Older Adults
- Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
2024/09/26 by Kunyu Peng, Wen Di, Peng, Kunyu +15 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Reservoir Engineering and Simulation Methods
- SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
2024/06/14 by Tu Anh Dinh, Dinh, Tu Anh, Carlos Mullov +32 · 5 citations
Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation
2024/01/30 by Ruiping Liu, Jiaming Zhang, Liu, Ruiping +15 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Robotics (cs.RO) #electronic engineering #information engineering
- MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding
2021/07/01 by Kunyu Peng, Juncong Fei, Peng, Kunyu +15 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Visual Attention and Saliency Detection
- Open Panoramic Segmentation
2024/07/02 by Junwei Zheng, Ruiping Liu, Zheng, Junwei +13 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- Taming the Cross Entropy Loss
2018/10/11 by Manuel Martínez, Rainer Stiefelhagen, Martinez, Manuel +1 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Machine Learning and Data Classification
- Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning
2022/06/21 by Alexander Jaus, Kailun Yang, Jaus, Alexander +3 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics (cs.RO) #Visual Attention and Saliency Detection #electronic engineering #information engineering
- C-BEV: Contrastive Bird's Eye View Training for Cross-View Image Retrieval and 3-DoF Pose Estimation
2023/12/13 by Florian Fervers, Fervers, Florian, Sebastian Bullinger +7 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Multimodal Machine Learning Applications
- Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization
2024/12/24 by Kunyu Peng, Wen Di, Peng, Kunyu +17 · 4 citations
Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #electronic engineering #information engineering
- Deep Multimodal Feature Encoding for Video Ordering
2020/04/05 by Vivek Sharma, Sharma, Vivek, Makarand Tapaswi +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments
2023/07/15 by Ruiping Liu, Jiaming Zhang, Liu, Ruiping +13 · 3 citations
Computer Science · Neuroscience · #Multimodal Machine Learning Applications #Tactile and Sensory Interactions #Domain Adaptation and Few-Shot Learning
- Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions
2022/02/23 by Kunyu Peng, Peng, Kunyu, Alina Roitberg +7 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robotics (cs.RO)
- Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation
2021/08/16 by Haobin Tan, Chang Chen, Tan, Haobin +11 · 1 citation
Computer Science · Neuroscience · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Image and Video Processing (eess.IV) #Robotics (cs.RO) #Tactile and Sensory Interactions #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding
2022/04/10 by Alina Roitberg, Kunyu Peng, Roitberg, Alina +9 · 1 citation
Computer Science · Environmental Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Impact of Light on Environment and Health #Target Tracking and Data Fusion in Sensor Networks
- Continuous Self-Localization on Aerial Images Using Visual and Lidar Sensors
2022/03/07 by Florian Fervers, Fervers, Florian, Sebastian Bullinger +7 · 1 citation
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Indoor and Outdoor Localization Technologies #Video Surveillance and Tracking Methods
- Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning
2022/03/19 by Xinyu Luo, Luo, Xinyu, Jiaming Zhang +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Robotics (cs.RO) #electronic engineering #information engineering
- AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier
2022/09/02 by Lars Heiliger, Heiliger, Lars, Zdravko Marinov +17 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- ObjectFinder: An Open-Vocabulary Assistive System for Interactive Object Search by Blind People
2024/12/04 by Ruiping Liu, Jiaming Zhang, Liu, Ruiping +14 · 4 citations
Neuroscience · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Digital Accessibility for Disabilities #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Tactile and Sensory Interactions
- Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging
2023/03/13 by Zdravko Marinov, Marinov, Zdravko, Simon Reiß +7 · 1 citation
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Line Graphics Digitization: A Step Towards Full Automation
2023/07/05 by Omar Moured, Jiaming Zhang, Moured, Omar +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
- Deep Perceptual Mapping for Thermal to Visible Face Recognition
2015/07/10 by M. Saquib Sarfraz, Rainer Stiefelhagen, Sarfraz, M. Saquib +1 · 1 voice
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding Sensing
2019/09/17 by Kailun Yang, Xinxin Hu, Yang, Kailun +9 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Signal Processing (eess.SP) #electronic engineering #information engineering
- Statewide Visual Geolocalization in the Wild
2024/09/25 by Florian Fervers, Fervers, Florian, Sebastian Bullinger +7 · 2 citations
Environmental Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Species Distribution and Climate Change
- AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks
2024/05/22 by Omar Moured, Moured, Omar, Jiaming Zhang +5 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
- Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains
2023/05/15 by Kunyu Peng, Peng, Kunyu, Wen Di +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Robotics (cs.RO) #electronic engineering #information engineering
- On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars
2023/07/31 by Walter Morales-Alvarez, Novel Certad, Morales-Alvarez, Walter +7 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- Tightly-Coupled LiDAR-Visual SLAM Based on Geometric Features for Mobile Agents
2023/07/15 by Ke Cao, Ruiping Liu, Cao, Ke +15 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Robotics (cs.RO) #Robotics and Sensor-Based Localization #electronic engineering #information engineering
- AutoPET Challenge 2023: Sliding Window-based Optimization of U-Net
2023/09/21 by Matthias Hadlich, Zdravko Marinov, Hadlich, Matthias +3 · 1 citation
Medicine · Biochemistry, Genetics and Molecular Biology · #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Cancer, Hypoxia, and Metabolism
- Panoramic Panoptic Segmentation: Towards Complete Surrounding\n Understanding via Unsupervised Contrastive Learning
2021/03/01 by Alexander Jaus, Jaus, Alexander, Kailun Yang +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO) #electronic engineering #information engineering
- Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation
2023/08/23 by Xiao, Hejun, Kunyu Peng, Xiangsheng Huang +10 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
- Should I take a walk? Estimating Energy Expenditure from Video Data
2022/02/01 by Kunyu Peng, Alina Roitberg, Peng, Kunyu +7 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Nutritional Studies and Diet #Physical Activity and Health
- Occlusion-Aware Seamless Segmentation
2024/07/02 by Yihong Cao, Cao, Yihong, Jiaming Zhang +13 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Robotics (cs.RO) #electronic engineering #information engineering
- Indoor Navigation Assistance for Visually Impaired People via Dynamic SLAM and Panoptic Segmentation with an RGB-D Sensor
2022/04/03 by Wenyan Ou, Ou, Wenyan, Jiaming Zhang +11 · 1 citation
Computer Science · Neuroscience · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Image and Video Processing (eess.IV) #Robotics (cs.RO) #Tactile and Sensory Interactions #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- Alt4Blind: A User Interface to Simplify Charts Alt-Text Creation
2024/05/29 by Omar Moured, Shahid Ali Farooqui, Moured, Omar +11 · 1 citation
Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Semantic Web and Ontologies
- ChartFormer: A Large Vision Language Model for Converting Chart Images into Tactile Accessible SVGs
2024/05/29 by Omar Moured, Moured, Omar, Sara Alzalabny +9 · 1 citation
Neuroscience · Social Sciences · #Tactile and Sensory Interactions #Digital Accessibility for Disabilities
- FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation
2023/03/24 by Hao Shi, Shi, Hao, Yu Li +17 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Robotics (cs.RO) #electronic engineering #information engineering
- @Bench: Benchmarking Vision-Language Models for Human-centered Assistive Technology
2024/09/21 by Xin Jiang, Junwei Zheng, Jiang, Xin +11 · 2 citations
Engineering · Health Professions · Social Sciences · #Assistive Technology in Communication and Mobility #Computer Vision and Pattern Recognition (cs.CV) #Digital Accessibility for Disabilities #FOS: Computer and information sciences #Smart Cities and Technologies