Nonlinear Self-Interference Cancellation With Learnable Orthonormal Polynomials for Full-Duplex Wireless Systems

no code implementations • 17 Mar 2024 • Hyowon Lee, Jungyeon Kim, Geon Choi, Ian P. Roberts, Jinseok Choi, Namyoon Lee

In this paper, we propose a novel algorithm for nonlinear digital SIC that adaptively constructs orthonormal polynomial basis functions according to the non-stationary moments of the transmit signal.

On the Learning of Digital Self-Interference Cancellation in Full-Duplex Radios

no code implementations • 11 Aug 2023 • Jungyeon Kim, Hyowon Lee, Heedong Do, Jinseok Choi, Jeonghun Park, Wonjae Shin, Yonina C. Eldar, Namyoon Lee

The experimental results demonstrate the robustness of the model-based SIC methods, providing practical evidence of their effectiveness.

Pooling Faces: Template based Face Recognition with Pooled Face Images

no code implementations • 6 Jul 2016 • Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Gerard Medioni

We propose a novel approach to template based face recognition.

Face Identification Face Recognition +1

Face Recognition Using Deep Multi-Pose Representations

no code implementations • 23 Mar 2016 • Wael Abd-Almageed, Yue Wua, Stephen Rawlsa, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gerard Medioni

In our representation, a face image is processed by several pose-specific deep convolutional neural network (CNN) models to generate multiple pose-specific features.

Face Recognition Face Verification +1