Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  explores novel approaches for improving the spatial codification#R##N#for the pooling of local descriptors to solve the semantic#R##N#segmentation problem.  propose to partition the image into three#R##N#regions for each object to be described: Figure, Border and Ground.#R##N#This partition aims at minimizing the influence of the image context#R##N#on the object description and vice versa by introducing an intermediate#R##N#zone around the object contour. Furthermore,  also propose a#R##N#richer visual descriptor of the object by applying a Spatial Pyramid#R##N#over the Figure region. Two novel Spatial Pyramid configurations#R##N#are explored: Cartesian-based and crown-based Spatial Pyramids.#R##N# test these approaches with state-of-the-art techniques and show#R##N#that they improve the Figure-Ground based pooling in the Pascal#R##N#VOC 2011 and 2012 semantic segmentation challenges.
['Carles Ventura', 'Xavier Giro-i-Nieto', 'Veronica Vilaplana', 'Kevin McGuinness', 'Ferran Marques', "Noel E. O'Connor"]
I am writing a research paper on a idea Improving spatial codification in semantic segmentation
[{"from": "human", "value": "I am writing a research paper on a idea Improving spatial codification in semantic segmentation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  explores novel approaches for improving the spatial codification#R##N#for the pooling of local descriptors to solve the semantic#R##N#segmentation problem.  propose to partition the image into three#R##N#regions for each object to be described: Figure, Border and Ground.#R##N#This partition aims at minimizing the influence of the image context#R##N#on the object description and vice versa by introducing an intermediate#R##N#zone around the object contour. Furthermore,  also propose a#R##N#richer visual descriptor of the object by applying a Spatial Pyramid#R##N#over the Figure region. Two novel Spatial Pyramid configurations#R##N#are explored: Cartesian-based and crown-based Spatial Pyramids.#R##N# test these approaches with state-of-the-art techniques and show#R##N#that they improve the Figure-Ground based pooling in the Pascal#R##N#VOC 2011 and 2012 semantic segmentation challenges."}]