Mid-level Elements for Object Detection

27 Apr 2015Aayush BansalAbhinav ShrivastavaCarl DoerschAbhinav Gupta

Building on the success of recent discriminative mid-level elements, we propose a surprisingly simple approach for object detection which performs comparable to the current state-of-the-art approaches on PASCAL VOC comp-3 detection challenge (no external data). Through extensive experiments and ablation analysis, we show how our approach effectively improves upon the HOG-based pipelines by adding an intermediate mid-level representation for the task of object detection... (read more)

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