A new model detects objects more efficiently with less computation.
problem Handling waste of regional information and compromise between efficiency and accuracy in CNN object detection.
method Proposes a probabilistic model with a search framework to map images into probabilistic object distributions.
result The proposed model gives more informative outputs with less computation.