Jul 1, 2021 · In this paper, we show that the design and optimization of network architecture could be further improved for compression towards machine vision.

In this paper, we show that the design and optimization of network architecture could be further improved for compression towards machine vision. We propose an ...

Jan 1, 2021 · In this paper, we show that the design and optimization of network architecture could be further improved for compression towards machine vision ...

End-to-End Compression Towards Machine Vision: Network Architecture Design and Optimization. Overview of attention for article published in IEEE Open Journal ...

End-to-end compression towards machine vision: Network architecture design and optimization. S Wang, Z Wang, S Wang, Y Ye. IEEE Open Journal of Circuits and ...

The architecture and optimization both play indispensable roles in compression. The architecture is composed of an end-to-end image compression codec and a ...

In this paper, we propose a novel end-to-end feature compression scheme by leveraging the representation and learning capability of deep neural networks, ...

This paper proposes an inverted bottleneck structure for the encoder of the end-to-end compression towards machine vision, which specifically accounts for ...

In this paper, we show that the design and optimization of network architecture could be further improved for compression towards machine vision. object- ...

Mar 14, 2024 · End-to-end compression towards machine vision: Network architecture design and optimization. IEEE Open Journal of Circuits and Systems, 2 ...