TCoVP grounds video reasoning segmentation in timestamped visual primitives
The method builds a chronological chain of entity references and spatial evidence, then uses selected primitives as box prompts for mask prediction.
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Stories tagged #video-segmentation
LVMT: Video Mask Transformer for Long-term Video Segmentation
LVMT uses GRU memory and truncated query propagation to set a faster state of the art in long-term video segmentation.
ENEAS: Embedding-guided Neural Ensemble for Adaptive Segmentation
ENEAS adds text prompting and semantic verification to video segmentation to keep tracking targets through occlusion and reject lookalike distractors.