AGO-Net : Association-Guided 3D Point Cloud Object Detection Network

The human brain can effortlessly recognize and localize objects, whereas current 3D object detection methods based on LiDAR point clouds still report inferior performance for detecting occluded and…

Pixel2Mesh : 3D Mesh Model Generation via Image Guided Deformation

In this paper, we propose an end-to-end deep learning architecture that generates 3D triangular meshes from single color images. Restricted by the nature of prevalent deep learning techniques, the …

Vocabulary-Informed Zero-Shot and Open-Set Learning

Object Detection from Scratch with Deep Supervision

In this paper, we propose Deeply Supervised Object Detectors (DSOD), an object detection framework that can be trained from scratch. Recent advances in object detection heavily depend on the off-th…

Leader-Based Multi-Scale Attention Deep Architecture for Person Re-Identifica…

Person re-identification (re-id) aims to match people across non-overlapping camera views in a public space. This is a challenging problem because the people captured in surveillance videos often w…