IEEE

UHD Video Encoding in CPU Versus GPU: Quality and Performance Trade-Offs

Abstract: In the contemporary digital media environment, video encoding is of paramount importance for applications such as streaming and video conferencing. With the increasing demand for higher ...
IEEE

Spatial–Spectral Transformer With Conditional Position Encoding for Hyperspectral Image Classification

Abstract: In Transformer-based hyperspectral image classification (HSIC), predefined positional encodings (PEs) are crucial for capturing the order of each input token. However, their typical ...
GitHub

SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning

SCAIL-1 identifies the key bottlenecks that hinder character animation towards production level: how to represent the pose and how to inject the pose. However, the reliance on intermediate pose ...
GitHub

SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation

We propose an encoder-decoder for open-vocabulary semantic segmentation comprising a hierarchical encoder-based cost map generation and a gradual fusion decoder. We introduce a category early ...