Fragmentation grouping

lastmod 2022-07-12created 2022-07-124 edits

Fragmentation grouping (fragmentation resolution) groups multiple fragmented objects and the like into a single object. Also called defragmentation.

Categories

• Non-Maximum Suppression - a method that removes overlapping IoUs, keeping only the IoU with the highest score. Used in yolo
• Particle filter

See also

• Image Processing
• partitioned
• non-hierarchical agglomerative clustering approach

Favorite site

• [Recommended] Multi-class object tracking algorithm that handles fragmentation and grouping ¹
• [Recommended] Multiple Hypothesis Target Tracking Using Merge and Split of Graph’s Nodes ²
• ROBUST OBJECT TRACKING USING LOCAL KERNELS AND BACKGROUND INFORMATION ³
• Creating Regions of Interest (ROI) by clustering fragmented contours
• Stackoverflow: How to Handle Occlusion and Fragmentation (Particle filter)

References