Moreover, a Mirror Difference Feature Fusion (MDFF) module is integrated between the dual encoders and the decoder. This module efficiently transfers features from both the original and mirrored ...

They are similar to regular autoencoders, which consist of an encoder and ... This measures the difference between the original data and the reconstructed data by the decoder.

265; AV1; AAC decode/FFMPEG; AAC encode/FFMPEG ... The AMD hardware accelerated encoder supports most widely used container and video elementary stream types. The following table lists the detail ...

Figure 5. MLP-Based Adaption Layer architecture. Table 1. Algorithm of Separate training encoder with adaption layer. Figure 6. SGCS performance between joint training and separate training decoder.

Abstract: Image anomaly detection problems aim to determine whether an image is abnormal, and to detect anomalous areas. These methods are actively used in various fields such as manufacturing, ...

OK, I'll say it. As far as I know, this is the first time any study has compared the quality and performance of codecs representing Essential Video Coding (EVC), Versatile Video Coding (VVC), and Low ...