Computer Vision

Improvements on Object Detection (Faster R-CNN)

Modified the backbone, detection head and RPN to imporve the performace of Faster R-CNN

Video Inpainting Benchmark

Divide the videos’ motion into binary labels and evaluated those videos’ difficulties for the video inpainting task.

Depth Completion

Developed a learning structure to estimate a dense depth image from sparse depth measurements.

Visual Inertia Navigation

Navigated the drone with Openvins and the learning based feature extractor -- Superpoint