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GuoleiSun VSS-CFFM - GitHub CFFM contains two parts: Coarse-to-Fine Feature Assembling (CFFA) and Cross-frame Feature Mining (CFM) CFFA abstracts static and motional contexts, and CFM mines useful information from nearby frames to enhance target features
VSS-CFFM README. md at main · GuoleiSun VSS-CFFM - GitHub Official PyTorch implementation of an extension method CFFM++ (Learning Local and Global Temporal Contexts for Video Semantic Segmentation, TPAMI 2024), built upon CFFM by additionally exploiting global temporal contexts from the whole video, paper
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Coarse-to-Fine Feature Mining for Video Semantic Segmentation Mining (CFFM) technique, which consists of two parts: coarse-to-fine feature assembling and cross-frame feature mining Specifically, we first apply a lightweight deep net-work [83] to extract features from each frame Then, we as-semble the extracted features from neighbouring frames in a coarse-to-fine manner Here, we use a larger
Coarse-to-Fine Feature Mining for Video Semantic Segmentation To address this problem, we propose a Coarse-to-Fine Feature Mining (CFFM) technique to learn a unified presentation of static contexts and motional contexts This technique consists of two parts: coarse-to-fine feature assembling and cross-frame feature mining
CFFM: Multi-task lane object detection method based on cross-layer . . . This paper proposes a multi-task learning-based road object detection model, CFFM, as shown in Fig 2 CFFM consists of an encoder and three independent decoding branches, enabling it to perform three different detection tasks simultaneously
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