Human and Object Perception

• Multi-Sensor People Detection and Tracking

• 2D/3D Pose Estimation from Alternative Modalities (e.g., Thermal, LiDAR, Event Cameras)

• Gait Analysis and Re-identification in Non-RGB Domains

• Action and Gesture Recognition with Event-based and Depth Sensors

• Anthropometric Measurements from Multi-Spectral and Depth Data

• 3D Body Reconstruction from LiDAR and Infrared

• First-Person Vision Using Event Cameras and/or Thermal Sensors

Face and Head Analysis

• Facial Landmarks and Head Pose Estimation in Thermal and Near-Infrared Images

• Facial Expression and Emotion Recognition Beyond RGB

• Identity Recognition with Multi-Spectral and Hyperspectral Imaging

Object and Scene Understanding

• Thermal and Radar-based Object and Person Detection

• LiDAR and Event-Based Tracking in Dynamic Environments

• Scene Parsing and Semantic Segmentation from Non-Visible Spectrum Sensors

Multi-Modal Perception and Synthesis

• Sensor Fusion for Detection, Tracking, and Forecasting

• Multi-Spectral and Event-based Image and Video Synthesis

• Generative Models for Data Enhancement in Alternative Domains

Privacy, Fairness, and Computational Challenges

• Novel Datasets Leveraging Alternative Visual Domains

• Bias and Fairness in Non-RGB Perception Systems

• Privacy-Preserving Approaches for Multi-Sensor Data

• Real-Time and Embedded Processing for Alternative Visual Sensors

Biometric and Security Applications

• Face and Gait Recognition in Non-RGB Modalities

• Fingerprint and Iris Recognition with Infrared and Multi-Spectral Imaging

• Spoofing and Attack Detection in Thermal and Depth-Based Biometrics

Fast Moving Objects Detection and Tracking

• Motion Blur Reduction in High-Velocity Scenarios Using Alternative Modalities

• Real-Time Tracking of Fast-Moving Objects in Low-Light and Adverse Conditions

• Multi-Sensor Fusion for High-Speed Object Perception

• Ultra-Low Latency Tracking with Event Cameras and Radar

• Domain Adaptation for Fast-Moving Object Recognition Across Modalities

Autonomous Driving Perception and Forecasting

• Scenario-based Motion Forecasting

• 3D Scene Understanding and Semantic Segmentation

• Event and LiDAR-Based Object Detection and Tracking

• Optical Flow and Depth Estimation for Ego-Motion Perception

• Ultra-Low Latency Sensor Processing for Real-Time Decision Making