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cs.CV2025
Histogram Layers for Neural Engineered Features
Joshua Peeples, Salim Al Kharsa, Luke Saleh +1
In the computer vision literature, many effective histogram-based features have been developed. These engineered features include local binary patterns and edge histogram descripto…
cs.CV2024
Spatial Transformer Network YOLO Model for Agricultural Object Detection
Yash Zambre, Ekdev Rajkitkul, Akshatha Mohan +1
Object detection plays a crucial role in the field of computer vision by autonomously locating and identifying objects of interest. The You Only Look Once (YOLO) model is an effect…
cs.CV2024
Lacunarity Pooling Layers for Plant Image Classification using Texture Analysis
Akshatha Mohan, Joshua Peeples
Pooling layers (e.g., max and average) may overlook important information encoded in the spatial arrangement of pixel intensity and/or feature values. We propose a novel lacunarity…