Search Results for author: Jianxing Liao

Found 5 papers, 1 papers with code

Automotive Object Detection via Learning Sparse Events by Spiking Neurons

no code implementations24 Jul 2023 Hu Zhang, Yanchen Li, Luziwei Leng, Kaiwei Che, Qian Liu, Qinghai Guo, Jianxing Liao, Ran Cheng

Traditional object detection techniques that utilize Artificial Neural Networks (ANNs) face challenges due to the sparse and asynchronous nature of the events these sensors capture.

Event-based vision object-detection +1

Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference

1 code implementation21 Jun 2023 Boyan Li, Luziwei Leng, Shuaijie Shen, Kaixuan Zhang, JianGuo Zhang, Jianxing Liao, Ran Cheng

As a result, we establish an efficient multi-stage spiking MLP network that blends effectively global receptive fields with local feature extraction for comprehensive spike-based computation.

Image Classification

Video Interpolation by Event-driven Anisotropic Adjustment of Optical Flow

no code implementations19 Aug 2022 Song Wu, Kaichao You, Weihua He, Chen Yang, Yang Tian, Yaoyuan Wang, Ziyang Zhang, Jianxing Liao

In this paper, we propose an end-to-end training method A^2OF for video frame interpolation with event-driven Anisotropic Adjustment of Optical Flows.

Optical Flow Estimation Video Frame Interpolation

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