Look at the RCNN code, it includes hard negative mining: https://github.com/rbgirshick/rcnn/blob/master/rcnn_train.m

Section 4.4 of Object Detection with Discriminatively Trained

Part Based Models explains the process:

http://cs.brown.edu/~pff/papers/lsvm-pami.pdf