Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Automatic Target Recognition (ATR) is a demanding application that requires separation of targets from a noisy background in a sequence of images. , two adaptive methods for describing such a background are proposed which are based on Principal and Independent Component Analysis of sampled image patches. Coupled together with feature selection and outlier detection techniques they enable the ATR system to adapt to certain backgrounds and identify non-standard elements in the images as targets. The methods proposed are compared with a standard wavelet-based approach and are shown to perform somewhat better on a difficult image sequence.
['Kieron Messer', 'Dick de Ridder', 'Josef Kittler']
I am writing a research paper on a idea Adaptive texture representation methods for automatic target recognition
[{"from": "human", "value": "I am writing a research paper on a idea Adaptive texture representation methods for automatic target recognition"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Automatic Target Recognition (ATR) is a demanding application that requires separation of targets from a noisy background in a sequence of images. , two adaptive methods for describing such a background are proposed which are based on Principal and Independent Component Analysis of sampled image patches. Coupled together with feature selection and outlier detection techniques they enable the ATR system to adapt to certain backgrounds and identify non-standard elements in the images as targets. The methods proposed are compared with a standard wavelet-based approach and are shown to perform somewhat better on a difficult image sequence."}]