01
Sensing Systems
Event-based and neuromorphic vision with multimodal visual sensingHybrid systems with event cameras, RGB, LiDAR, IMU, and languageDatasets, simulators, benchmarks, and annotation pipelinesSpatial-temporal calibration, synchronization, and alignment
02
Low-Level Imaging
Event-guided illumination modeling and brightness adjustmentEnhancement under low-light, HDR, blur, noise, and reconstruction scenariosImage or intensity reconstruction and physics-aware video synthesisIllumination-aware representations and sensor-aware modeling
03
Mid-Level Perception
Optical flow, depth, visual odometry, SLAM, and 3D reconstructionSegmentation, detection, feature tracking, and visual trackingMultimodal fusion for challenging dynamic environmentsModel-based, embedded, and learning-based event-driven perception
04
High-Level Understanding
Visual grounding, action understanding, and spatiotemporal reasoningEvent-based MLLMs and event-stream vision-language learningAutonomous driving, robotics, and embodied intelligenceCross-modal reasoning with asynchronous sparse event representations
05
Computing and Hardware
Novel event cameras, neuromorphic processors, and event-based systemsEfficient architectures, including state-space and lightweight designsSensor-aware learning grounded in event generation mechanisms
06
Applications
Computational imaging and industrial inspectionAutonomous driving, robotics, AR/VR, and edge intelligenceDeployment-oriented solutions for dynamic real-world scenarios