Farshad G. Veshki

Doctoral candidate

List of publications

[1] F.G. Veshki and S.A. Vorobyov, "An Efficient Approximate Method for Online Convolutional Dictionary Learning,'' arXiv:2301.10583, 2023. (software)

[2] F.G. Veshki and S.A. Vorobyov, "Convolutional simultaneous sparse approximation with applications to RGB-NIR image fusion,'' in Proc. 56th Annual Asilomar Conf. Signals, Systems, and Computers, Pacific Grove, California, USA, Oct. 30–Nov. 2, 2022, accepted. (software)

[3] F.G. Veshki and S.A. Vorobyov, "Coupled feature learning via structure convolutional sparse coding for multimodal image fusion," in Proc. 47th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'22, Singapore, May 22–27, 2022, pp. 2500–2504. (software)

[4] F.G. Veshki, N. Ouzir, S.A. Vorobyov, and E. Ollila, "Multimodal image fusion via coupled feature learning,'' Signal Processing, vol. 200, 108637, pp. 1–12, June 2022. (software)

[5] F.G. Veshki and S.A. Vorobyov, "Efficient ADMM-based algorithms for convolutional sparse coding,'' IEEE Signal Processing Letters, vol. 29, pp. 389–393, 2022. (software)

[6] F.G. Veshki, N. Ouzir, and S.A. Vorobyov, "Image fusion using joint sparse representations and coupled dictionary learning,'' in Proc. 45th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'20, Barcelona, Spain, May 4–9, 2020, pp. 8344–8348. (software)

[7] F.G. Veshki and S.A. Vorobyov, "An efficient coupled dictionary learning method," IEEE Signal Processing Letters, vol. 26, no. 10, pp. 1441–1445, Oct. 2019.  (software)