mlsanityData to 7 Oct 2026

STEMPix: A Phase-Transition-Material-Based Pixel Sensor for Resolving Edge-Movement Direction

arXiv 2609.04435 ↗First posted 3 Sep 2026cs.ET cs.CVcited by 0

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Abstract (arXiv)

This paper proposes a spatio-temporal edge-movement direction pixel (STEMPix) for generating compact direction-aware edge movement information inside a CMOS-compatible image sensor array. The proposed design targets specialized sensing applications where local boundary movement is more important than full-frame intensity reconstruction. Instead of transferring full multi-bit frames for external processing, STEMPix generates a 3-bit local edge direction code (LEDC) by combining pixel-level temporal change information with neighboring-pixel spatial edge information. We design the architecture using a two-tier organization, where the photodiode layer is separated from the computation layer to preserve light-collection area while accommodating the additional in-array processing circuitry. The proposed circuit is evaluated through HSPICE transient simulations. The estimated implementation achieves a horizontal pitch of 1.73 μm, a vertical pitch of 2.36 μm, and a geometric fill factor of 95.47%. The average active switching energy is 0.465 fJ per LEDC operation across representative edge-movement cases. The proposed STEMPix operation also supports global-shutter capture and dynamic thresholding. These results indicate that STEMPix can provide a compact and scalable front-end representation for edge-movement-aware sensing systems.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 8 of its 47 references that are in the map. First posted on arXiv 3 Sep 2026.

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8 of 47 references.

References · 8

  1. 2020Learning to Detect Objects with a 1 Megapixel Event Cameracited by 184
  2. 2018Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimationcited by 69
  3. 2022P2M: A Processing-in-Pixel-in-Memory Paradigm for Resource-Constrained TinyML Applicationscited by 16
  4. 2022A direct time-of-flight image sensor with in-pixel surface detection and dynamic visioncited by 4
  5. 2024A Review on Digital Pixel Sensorscited by 3
  6. 2024In-Pixel Foreground and Contrast Enhancement Circuits with Customizable Mappingcited by 2
  7. 2025Multi-Domain FeFET-Based Pixel for In-Sensor Multiply-and-Accumulate Operationscited by 2
  8. 2026Lightweight True In-Pixel Encryption with FeFET Enabled Pixel Design for Secure Imagingcited by 1

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