An Analysis of Scale Invariance in Object Detection - SNIP

• Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 3578 - 3587
• Main Authors: Singh, Bharat, Davis, Larry S.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2018
• Subjects: Convolution; Detectors; Feature extraction; Image resolution; Object detection; Semantics; Training

An analysis of different techniques for recognizing and detecting objects under extreme scale variation is presented. Scale specific and scale invariant design of detectors are compared by training them with different configurations of input data. By evaluating the performance of different network a...