CSDL Bài trích Báo - Tạp chí
A multilevel image thresholding approach using history-based adaptive differential Evolution with linear population size reduction algorithm
Tác giả: Hoang Nhat Duc
Số trang:
P. 73-77
Số phát hành:
No. 04(41)
Kiểu tài liệu:
Tạp chí trong nước
Nơi lưu trữ:
03 Quang Trung
Mã phân loại:
624
Ngôn ngữ:
Tiếng Anh
Từ khóa:
Differential evolution, image thresholding, metaheuristic
Chủ đề:
Civil engineering
Tóm tắt:
This study aims at developing a metaheuristic based image thresholding method via the employments of the History-Based Adaptive Differential Evolution with Linear population size reduction algorithm (LSHADE) and the Otsu objective function. The LSHADE algorithm is used to determine an appropriate set of threshold levels that maximizes the separation between clusters of pixels. Experimental results with four applications demonstrate the usefulness of the newly developed tool.
Tạp chí liên quan
- Ảnh hưởng của phi tuyến hình học tới ứng xử của kết cấu vỏ mỏng giao nhau
- Automatic time-cost trade-off for construction projects using evolutionary algorithm integrated into a scheduling software program developed with .NET framework
- An experimental investigation of sensor fault assessment for piezoelectric interface-based structural health monitoring
- CHDE Excel solver : differential evolution with feasibility rules for optimizing cantilever retaining wall design
- Metaheuristic based resource leveling using CPM project scheduling software program developed in .NET framework