Scene Recognition TRIZ Cases
- Parking Space Type Determination Using Frontal Camera Orientation
Frontal camera evaluates parked vehicle orientation to determine parking space type, enabling reliable maneuver selection when ground markings are absent.
- Vehicle Controller Trajectory Planning Using Other Vehicle Behavior
A vehicle controller predicts other vehicle trajectories using time series camera images and signal light states to generate safer navigation paths.
- Edge ML Emulator for Wildfire Spread Prediction
ML emulator replaces compute-intensive CFD models to enable accurate, energy-efficient wildfire spread prediction on resource-constrained edge devices.
- Video Feature Extractor Temporal Prediction Training
A video feature extractor trained via self-supervised joint prediction of preceding and succeeding subsequences to capture temporal dynamics.
- 3D Geospatial Mapping Using Shadow Removal and LOD Segmentation
A 3D geospatial mapping method preprocesses satellite imagery to remove atmospheric clouds and shadows before generating point clouds.
- Autonomous Distance Detection Using Multi-Sensor Fusion
A deep neural network predicts obstacle distances using LIDAR and RADAR ground truth data.
- Ultrasonic Object Detection Device Dynamic Wave Receiving Period Adjustment
Processing circuitry extends ultrasonic wave receiving periods based on in-vehicle camera images to detect specific objects.
- Neural Network Hard Example Mining via Prediction Inconsistency
A neural network identifies hard example sensor data inputs by analyzing prediction inconsistencies across multiple outputs for the same scene.
- Low Variance Region Detection for High Variance Object Identification
Segmenting high variance regions into low variance sub-regions improves detection accuracy while reducing computational resource demands.
- Parking Assist Speed Control for Smooth Ride Comfort
A parking assist apparatus calculates target vehicle speed and movement position to guide the car smoothly.
- Autonomous Vehicle Trajectory Planning via Static Image Extraction
Static environment image extraction feeds trajectory planning models for autonomous vehicles.
- Image Capture Apparatus Dual Mode Subject Tracking
A camera system switches between search and capture modes to maintain subject tracking.
- 3D Object Detection via 2D-3D Sensor Synergy
Fusing 2D camera proposals with 3D LIDAR data resolves depth accuracy gaps while reducing sensor system complexity.
- Mobile Edge Computing for Low-Latency AR Surveillance
Mobile edge computing processes multi-spectral surveillance data to deliver low-latency augmented reality views despite compromised connectivity.
- Sargassum Detection Using DCNN and Multispectral Satellite Imagery
Deep convolutional neural networks detect Sargassum in multispectral satellite imagery, resolving nearshore detection accuracy issues caused by sensor noise.
- Occlusion Penalty Adjustment for Partially Occluded Object Detection
Applies location-based occlusion penalties to visibility flags, resolving false negatives from obscured pedestrians in ADAS.
- Pedestrian Detection Device with Projected Existence Range
A detection device calculates pedestrian distance and sets a projected existence range to alert drivers.
- Traffic Sign Recognition Combining Speed Limit and Conditional Data
A traffic sign recognizing apparatus combines speed limit information with conditional data using a camera sensor and control device.
- Dataset Subset Generation for SAR Image Training
Automated machine learning module splits datasets into balanced subsets by minimizing feature distribution dissimilarity.
- Vehicle Control System Dynamic Safety Intervention
A vehicle control system adjusts preventive safety intervention based on automated driving information.
- Endmember Spectrum Database Construction for Hyperspectral Identification
A method constructs an endmember spectrum database by extracting unique spectra from mixed pixel data and registering them based on similarity thresholds.
- Satellite Methane Plume Detection Synthetic Transmittance Correction
Calculating synthetic transmittance images corrects satellite spectral reflectance for methane absorption, resolving accuracy limits in plume detection.
- Class-Specific Likelihood Thresholds for Vehicle Object Recognition
A processor calculates class-specific likelihood thresholds using stored tolerance information to optimize vehicle object detection.
- Vision-Based Localization Using Semantic Search Space Pruning
A localization system classifies environmental features into semantic categories to compare only matching map data elements.
- Object Distance Determination via Sensor Fusion
A computer method classifies objects using neural networks and combines this data with sensor readings to determine distance.
- HOG Descriptor Compression for Vehicle Collision Avoidance
Binarizes HOG descriptors to cut data volume and enable real-time collision detection.
- Object Identification Device Automatic Clustering
An object identification device generates score vectors from image features and classifies them into clusters using a dedicated determiner.
- Road Sign Visibility Determination Using Multi-Sensor Fusion
A multi-sensor apparatus determines road sign visibility states using vehicle sensor data.
- Dynamic Camera Exposure Adjustment for Emissive and Passive Object Detection
A camera system adjusts exposure values to capture dark and normal images for object identification.
- Vehicle Driving Assist Preliminary Collision Avoidance
A vehicle driving assist device calculates risk degrees for oncoming moving bodies to perform preliminary collision avoidance control.
- Vehicle Controller Blind Area Detection for Automated Driving
Map information identifies blind areas to prevent erroneous congestion relief determination when leading vehicles are undetectable by sensors.
- Trajectory Prediction Using Behavior Signals
A machine learning system conditions trajectory predictions on behavior signals to improve accuracy.
- Hitch Assist System Autonomous Alignment and Fault Handling
A hitch assist system autonomously aligns a vehicle hitch ball with a trailer coupler using sensor feedback.