Cross-Attentional Spatio-Temporal Semantic Graph Networks for Video Question Answering
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3142526
Abstract: Due to the rich spatio-temporal visual content and complex multimodal relations, Video Question Answering (VideoQA) has become a challenging task and attracted increasing attention. Current methods usually leverage visual attention, linguistic attention, or self-attention to… read more here.
Keywords: video question; temporal semantic; spatio temporal; attention ... See more keywords
Spiking Tucker Fusion Transformer for Audio-Visual Zero-Shot Learning
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2024.3430080
Abstract: The spiking neural networks (SNNs) that efficiently encode temporal sequences have shown great potential in extracting audio-visual joint feature representations. However, coupling SNNs (binary spike sequences) with transformers (float-point sequences) to jointly explore the temporal-semantic… read more here.
Keywords: temporal semantic; audio visual; fusion; tucker fusion ... See more keywords
ACO-TSSCD: An Optimized Deep Multimodal Temporal Semantic Segmentation Change Detection Approach for Monitoring Agricultural Land Conversion
Sign Up to like & getrecommendations! Published in 2024 at "Agronomy"
DOI: 10.3390/agronomy14122909
Abstract: With the acceleration of urbanization in agricultural areas and the continuous changes in land-use patterns, the transformation of agricultural land presents complexity and dynamism, which puts higher demands on precise monitoring. And most existing monitoring… read more here.
Keywords: agricultural land; temporal semantic; land; semantic segmentation ... See more keywords