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Ganchao Tan

3 accepted papers

2022

Multi-Grained Spatio-Temporal Features Perceived Network for Event-Based Lip-Reading

CVPR 2022poster

Automatic lip-reading (ALR) aims to recognize words using visual information from the speaker's lip movements. In this work, we introduce a novel type of sensing device, event cameras, for the task of ALR. Event cameras have both technical and application advantages over conventional cameras for the…

Cited by 34PDFcodeScholar
2022

S2N: Suppression-Strengthen Network for Event-Based Recognition under Variant Illuminations

ECCV 2022poster

"The emerging event-based sensors have demonstrated out-standing potential in visual tasks thanks to their high speed and high dynamic range. However, the event degradation due to imaging under low illumination obscures the correlation between event signals and brings uncertainty into event represen…

2020

Learning to Discretely Compose Reasoning Module Networks for Video Captioning

IJCAI 2020poster

Generating natural language descriptions for videos, i.e., video captioning, essentially requires step-by-step reasoning along the generation process. For example, to generate the sentence “a man is shooting a basketball”, we need to first locate and describe the subject “man”, next reason out the m…