Multimodal fusion of stable isotope and infrared spectral data based on a GMM–ReliefF–BP framework: a novel approach for intelligent source attribution of plastic evidence in forensic science | Synapse
March 3, 2026
Multimodal fusion of stable isotope and infrared spectral data based on a GMM–ReliefF–BP framework: a novel approach for intelligent source attribution of plastic evidence in forensic science
Puntos clave
Intelligent source attribution is achieved using multimodal fusion techniques for plastic evidence.
The framework combines stable isotope and infrared spectral data to enhance accuracy in results.
Utilizing a Gaussian Mixture Model–ReliefF–Backpropagation approach improves identification efficiency.
This work may enable better forensic investigations by enhancing source attribution in plastic evidence.