Image Transmission Device Data Reduction for Recognition Accuracy
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Solution Overview
Problem
Existing image recognition/authentication systems face increased network load and server costs due to transmitting all continuous images for processing, which can lead to decreased accuracy when limiting the number of images transmitted.
Innovation Solution
An image transmission device that reduces data amounts by selecting and processing images based on the recognition/authentication process requirements, including trimming, resolution conversion, and encoding, to transmit only necessary data to the server.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If all continuous images are transmitted to the server for recognition/authentication processing, then recognition/authentication accuracy is maintained, but network load and server costs increase
Solution Approach 1:
The camera performs preliminary detection of recognition targets (such as faces) in continuous images before transmission. Only images containing detected targets are transmitted to the server, thereby reducing network load while ensuring that transmitted images are suitable for recognition/authentication processing
Solution Approach 2:
The invention extracts and transmits only the necessary portion of images (those containing recognition targets) rather than all continuous images. This selective extraction reduces the quantity of transmitted data while maintaining the quality and suitability of transmitted images for recognition/authentication
2Quantity of substance
If only images with detected recognition targets are transmitted to the server, then network load is reduced, but recognition/authentication accuracy may decrease
Solution Approach 1:
The camera performs preliminary detection of recognition targets in continuous images before transmission. Only images containing detected targets are transmitted to the server, thereby reducing network load while ensuring that transmitted images are suitable for recognition/authentication processing
Solution Approach 2:
The invention extracts and transmits only the necessary portion of images (those containing recognition targets) rather than all continuous images. This selective extraction reduces the quantity of transmitted data while maintaining the quality and suitability of transmitted images for recognition/authentication
3Quantity of substance
If the number of transmitted images is limited to reduce network load, then server costs are reduced, but recognition/authentication accuracy decreases
Solution Approach 1:
The camera performs preliminary detection of recognition targets in continuous images before transmission. Only images containing detected targets are transmitted to the server, thereby reducing network load while ensuring that transmitted images are suitable for recognition/authentication processing
Solution Approach 2:
The invention extracts and transmits only the necessary portion of images (those containing recognition targets) rather than all continuous images. This selective extraction reduces the quantity of transmitted data while maintaining the quality and suitability of transmitted images for recognition/authentication
Data Source
AI summary
An image transmission device includes an image input unit that inputs a plurality of continuous images, a data amount reduction unit that reduces an amount of data of the plurality of images that are input to the image input unit, and generates a data amount reduced image, and a transmission unit that transmits the data amount reduced image to an image reception device that performs a recognition/authentication process with respect to the data amount reduced image. The data amount reduction unit reduces the amount of data of the plurality of images by a reduction method corresponding to the recognition/authentication process that is performed in the image reception device.