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Found 6 papers, 5 papers with code
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events
To this end, we propose a joint formulation of object recognition and image reconstruction in a complementary manner.
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion Fields
Video Frame Interpolation (VFI) aims to generate intermediate video frames between consecutive input frames.
BIPS: Bi-modal Indoor Panorama Synthesis via Residual Depth-aided Adversarial Learning
Providing omnidirectional depth along with RGB information is important for numerous applications, eg, VR/AR.
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation
To enable KD across the unpaired modalities, we first propose a bidirectional modality reconstruction (BMR) module to bridge both modalities and simultaneously exploit them to distill knowledge via the crafted pairs, causing no extra computation in the inference.
Ranked #7 on
Event-based Object Segmentation
on MVSEC-SEG
SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks
Importantly, to find the part having the most similar edge structure of target, we propose to correlate the embedded events at two timestamps to compute the target edge similarity.
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation
Event cameras are novel sensors that perceive the per-pixel intensity changes and output asynchronous event streams with high dynamic range and less motion blur.
Ranked #4 on
Event-based Object Segmentation
on MVSEC-SEG
