In this paper. we propose a multi-frame depth super-resolution (SR) method based on $L_{1}$ data fidelity with the total variation regularization (TV- $L_{1}$ ) model. The majority of time-of-flight (ToF) sensors exhibit limited spatial resolution compared to RGB sensors and the improvement of the depth image resolution is an inherently ill-posed problem. To overcome this under-determ... https://www.roneverhart.com/