Quantum steering, which lies between quantum entanglement and Bell non-locality, features the distinctive asymmetric nature. As an essential fundamental resource in quantum information science, it plays a vital role in the implementation of secure quantum communication networks. In continuous-variable quantum information processing, the coherent feedback control is employed to enhance squeezing and manipulate quantum correlations, serving as a powerful and versatile strategy to optimize the performance of diverse quantum communication tasks and further improve the security and manipulability of quantum information systems. In practical quantum communication processes, quantum systems inevitably suffer from decoherence due to coupling with the external environment, as well as the influence of noise in the channel, which severely degrades quantum resource quality. To explore effective methods for restoring and enhancing deteriorated quantum resources, this paper proposes a novel scheme based on an all-optical correlated noise channel within a coherent feedback control system. In the constructed theoretical model, the initial entangled state is generated via a single four-wave mixing process and then this entangled state is transmitted through a four-wave-mixing-based correlated noise channel, accounting for channel transmission loss. A variable beam splitter is employed as a feedback controller to establish a coherent feedback loop for the system. We systematically investigate the influences of feedback capability, channel noise, transmission loss, and four-wave mixing gain on quantum steering characteristics. This scheme combines all-optical technology with coherent feedback control technology. By comparing quantum steering before and after introducing feedback, we find that coherent feedback can effectively recover and enhence quantum steering in all-optical correlated noise channels. Furthermore, the all-optical design eliminates the electro-optical conversion procedures, significantly broadening the operating bandwidth and suppressing additional introduced noise. This work provides important theoretical support for mitigating decoherence effects and optimizing noise suppression in quantum information processing. It also facilitates the development of all-optical coherent feedback schemes for protecting continuousvariable quantum non-local resources in secure quantum communication networks.