Adaptive Threshold Extraction for Road Surface Area Detection
Adaptive threshold-based road surface extraction method, particularly useful for vehicle detection systems. Personally debugged and validated with functional implementation.
MeanShift Vehicle Detection Algorithm
Implementation of MeanShift Algorithm for Vehicle Detection and Tracking
Traffic Video Vehicle Detection
Traffic Video Vehicle Detection Implementation Process: 1. Load video file 2. Apply image extraction algorithms for vehicle detection in single frames using feature analysis 3. Implement vehicle detection algorithm across video frames 4. Visualize detection results with bounding boxes and statistical data
Image Processing for Vehicle Tracking, Edge Detection, Binarization, Vehicle Detection, and Traffic Flow Analysis
Advanced image processing techniques including edge detection, image binarization, vehicle tracking algorithms, and traffic flow analysis systems for automated vehicle detection and monitoring.
Shadow Removal Based on HSV Characteristics
In vehicle detection systems, implementing shadow removal from extracted foreground using HSV color space properties with algorithmic implementation details
Vehicle Detection Method Using Haar Features and SRC (Sparse Representation Classification) with Implementation Code
Implementation of a vehicle detection method using Haar features combined with SRC (Sparse Representation Classification). The provided files include training and test vehicle images. Note: The Haar features haven't been optimized due to time constraints, resulting in high dimensionality and slow sliding window processing. The code outputs performance statistics for reference, demonstrating sparse representation applications in vehicle detection. Key implementation aspects include feature extraction using Haar-like features and classification via sparse coding optimization algorithms.
Enhanced Inter-frame Difference Method for Motion Detection
Optimized inter-frame difference algorithm with improved preprocessing, adaptive thresholding, morphological operations, and tracking mechanisms for robust moving object detection
Adaptive Threshold-Based Road Surface Area Extraction
Adaptive threshold-based road surface area extraction with implementation insights for intelligent transportation systems
Mean_shift Algorithm for Moving Target Tracking
Mean_shift Moving Target Tracking Algorithm with Implementation Details