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cs.CV2026
Mapping License Plate Recoverability Under Extreme Viewing Angles for Opportunistic Urban Sensing
Igor Adamenko, Orpaz Ben Aharon, Yehudit Aperstein +1
Urban environments contain many imaging sensors built for specific purposes, including ATM, body-worn, CCTV, and dashboard cameras. Under the opportunistic sensing paradigm, these…
cs.CV2025
Stitching the Story: Creating Panoramic Incident Summaries from Body-Worn Footage
Dor Cohen, Inga Efrosman, Yehudit Aperstein +1
First responders widely adopt body-worn cameras to document incident scenes and support post-event analysis. However, reviewing lengthy video footage is impractical in time-critica…
cs.CV2025
CalexNet: Soft Cascade-Aligned Training and Calibration for Lightweight Early-Exit Branches
Yehudit Aperstein, Alexander Apartsin
Early-exit cascades over a frozen convolutional backbone enable adaptive inference but suffer from three sources of train-inference mismatch: branches train on samples they will ne…