The application of deep learning technology in criminal investigation image processing has demonstrated remarkable achievements,especially in the fields of face recognition,object detection and behavior analysis.By simulating the working mode of the human visual system,deep learning technology can effectively process complex images,thereby extracting clues and evidence from image data and related information of crime scenes.Multiple successful cases have emerged nationwide.However,the robustness of models,data privacy protection,algorithm fairness,and real-time performance remain the main challenges faced by deep learning technologies.However,deep learning technology,with its powerful data processing and precise analysis capabilities,has significantly improved the efficiency and accuracy of criminal investigation image processing,providing broad development space for future research and practical applications.
关键词
深度学习/刑侦图像处理/人脸识别/物体检测/行为分析
Key words
deep learning/criminal investigation image processing/facial recognition/object detection/behavior analysis
维普
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