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Jianqiang Xia

4 accepted papers

2025

UniCT Depth: Event-Image Fusion Based Monocular Depth Estimation with Convolution-Compensated ViT Dual SA Block

IJCAI 2025

Depth estimation plays a crucial role in 3D scene understanding and is extensively used in a wide range of vision tasks. Image-based methods struggle in challenging scenarios, while event cameras offer high dynamic range and temporal resolution but face difficulties with sparse data. Combining event

Cited by 0SourcePDFScholar
2024

Spatial-Aware Dynamic Lightweight Self-Supervised Monocular Depth Estimation

RA-L 2024

Self-supervised monocular depth estimation has attracted extensive attention in recent years. Lightweight depth estimation methods are crucial for resource-constrained edge devices. However, existing lightweight methods often encounter the challenge of limited representation capacity and increased c

Cited by 10SourceScholar
2024

Unified Single-Stage Transformer Network for Efficient RGB-T Tracking

IJCAI 2024poster

Most existing RGB-T tracking networks extract modality features in a separate manner, which lacks interaction and mutual guidance between modalities. This limits the network's ability to adapt to the diverse dual-modality appearances of targets and the dynamic relationships between the modalities. A…

2023

NeRF-IBVS: Visual Servo Based on NeRF for Visual Localization and Navigation

NeurIPS 2023poster

Visual localization is a fundamental task in computer vision and robotics. Training existing visual localization methods requires a large number of posed images to generalize to novel views, while state-of-the-art methods generally require dense ground truth 3D labels for supervision. However, acqui…

Cited by 9SourcePDFScholar