Adaptive Coastline Detection based on Deep Q-Network-Guided Contour Refinement
A novel framework combining Constrained Deep Q-Learning with Precise Sea Area Cleanup that introduces three key innovations: HSV-based dual-stream feature extraction for robust water-land discrimination, context-aware action constraints with curiosity-driven exploration to prevent artifacts and a single-image reinforce...
Zhen Tian, Qi-Yuan Wang, Christos Anagnostopoulos et al.
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