Towards Light Weight Object Detection System

no code implementations • 8 Oct 2022 • Dharma KC, Venkata Ravi Kiran Dayana, Meng-Lin Wu, Venkateswara Rao Cherukuri, Hau Hwang

We also present a method that uses a transformer encoder layer for multi-resolution feature fusion.

Object object-detection +1

Direct Handheld Burst Imaging to Simulated Defocus

no code implementations • 9 Jul 2022 • Meng-Lin Wu, Venkata Ravi Kiran Dayana, Hau Hwang

We present a learning-based method to synthesize the defocus blur in shallow depth-of-field images from handheld bursts acquired with a single small aperture lens.

Depth Estimation