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NXP Semiconductors

Industry researcheurope · nl
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Research library4linked papers
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Selected work

Representative Papers

PhraseStereo: The First Open-Vocabulary Stereo Image Segmentation Dataset

Oct 01, 2025

Aligning natural language phrases with corresponding regions in stereo images remains challenging in multimodal semantic segmentation. Method: This paper pioneers the extension of phrase grounding to stereo vision, leveraging depth-guided geometric cues to enhance cross-modal alignment accuracy. We introduce PhraseStereo—the first open-vocabulary stereo image dataset for semantic segmentation—constructed by synthesizing high-fidelity right-view images from monocular PhraseCut images using GenStereo, and rigorously aligning segmentation masks and phrase annotations across both views to ensure semantic consistency. Contribution/Results: PhraseStereo is publicly released, establishing a new benchmark for jointly modeling linguistic understanding, 2D visual perception, and 3D geometric reasoning. It enables systematic evaluation of models that simultaneously achieve fine-grained semantic comprehension and accurate spatial-geometric awareness, thereby advancing the development of geometrically grounded multimodal segmentation systems.

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Lowering the Cost of Diamond Open Access Journals

Apr 14, 2025

Open-access (OA) transformation is hindered by persistently high publishing costs. This paper introduces a low-cost Diamond OA publishing paradigm built on native LaTeX parsing and open-source software, featuring a highly automated workflow—encompassing submission, editing, peer review, and publication—complemented by a volunteer-driven collaboration model that minimizes manual intervention. Empirical implementation demonstrates that annual operational costs for a single journal can be reduced to approximately USD 705 plus USD 1 per article and 10 minutes of volunteer labor per article—representing over 95% cost reduction relative to conventional models—while maintaining rigorous academic quality through formal peer review. The core software stack is fully open-source and has been successfully adopted across multiple disciplinary communities. This study provides the first empirical validation that high-quality scholarly publishing can operate at near-zero cost to authors and readers, in a scalable and sustainable manner.

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Recent publications

Latest Papers

PhraseStereo: The First Open-Vocabulary Stereo Image Segmentation Dataset

Oct 01, 2025

Aligning natural language phrases with corresponding regions in stereo images remains challenging in multimodal semantic segmentation. Method: This paper pioneers the extension of phrase grounding to stereo vision, leveraging depth-guided geometric cues to enhance cross-modal alignment accuracy. We introduce PhraseStereo—the first open-vocabulary stereo image dataset for semantic segmentation—constructed by synthesizing high-fidelity right-view images from monocular PhraseCut images using GenStereo, and rigorously aligning segmentation masks and phrase annotations across both views to ensure semantic consistency. Contribution/Results: PhraseStereo is publicly released, establishing a new benchmark for jointly modeling linguistic understanding, 2D visual perception, and 3D geometric reasoning. It enables systematic evaluation of models that simultaneously achieve fine-grained semantic comprehension and accurate spatial-geometric awareness, thereby advancing the development of geometrically grounded multimodal segmentation systems.

0 citationsRead paper

Lowering the Cost of Diamond Open Access Journals

Apr 14, 2025

Open-access (OA) transformation is hindered by persistently high publishing costs. This paper introduces a low-cost Diamond OA publishing paradigm built on native LaTeX parsing and open-source software, featuring a highly automated workflow—encompassing submission, editing, peer review, and publication—complemented by a volunteer-driven collaboration model that minimizes manual intervention. Empirical implementation demonstrates that annual operational costs for a single journal can be reduced to approximately USD 705 plus USD 1 per article and 10 minutes of volunteer labor per article—representing over 95% cost reduction relative to conventional models—while maintaining rigorous academic quality through formal peer review. The core software stack is fully open-source and has been successfully adopted across multiple disciplinary communities. This study provides the first empirical validation that high-quality scholarly publishing can operate at near-zero cost to authors and readers, in a scalable and sustainable manner.

0 citationsRead paper