The proposed method not only improved the quality of the KH-9 image across the different urban landscape types, but also preserved the original spatial characteristics of the image in comparison with the benchmark methods. Additionally, the potential applications of pre-processed results were demonstrated using change detection, identification reference points and stereo images. To evaluate the performance of the proposed pipeline against the benchmarks, we employed the saturation image edge difference standard-deviation, co-occurrence metrics and the semivariogram. Performance was assessed against three state-of-the-art benchmark approaches: residual learning (deep learning), blind deconvolution and spatial filtering. The method was applied to a KH-9 HEXAGON MCS image (acquired in 1975) and PCS image (acquired in 1974) representing a complex urban landscape, to support comprehensive evaluation under a range of settings. This method incorporates a range of shapes and neighborhoods at multiple scales. Then the de-noised image is subjected to the multi-resolution Top-hat to optimize the contrast. These metrics are sensitive to structure, texture, edges and local homogeneity of image objects. The proposed approach employs first a wavelet transform trained using a suite of ‘degree of over-smoothing’ metrics (DOSM) for image de-noising. This paper focuses on developing a de-noising and contrast enhancement pipeline for KH-9 HEXAGON MCS and PCS over urban regions. Although great efforts have been made by the scientific community to develop applications that utilize KH-9 HEXAGON images, little attention has been paid to de-noising and contrast enhancement of these images particularly over urban landscapes. The cases involved purchase price adjustment issues, breach of representation and warranties and earnout related claims.In 20–2022, KH-9 HEXAGON mapping camera system (MCS) and panoramic camera system (PCS) images were made available to the public, respectively.
Represented a food, pharma and environmental laboratory testing company in post-acquisition litigation with the seller of a business unit, in Chancery Court in Delaware and a separate case that was tried to a jury in King County, Washington.Represents a Spanish company that manufactures and sells exterior wood panels, in claims relating to alleged product failure, including warranties and product liability claims.Represented Fortune 500 company in a Government Data Practices Act matter which was heard by the Minnesota Supreme Court.Represents one of the leading sports and entertainment companies in the world with respect to arena management issues.Represented a medical products company in claims alleging false advertising and labeling.Represented a large, national consumer packaged goods company in a dispute over misleading labeling and advertising.
#SUPER HEXAGON TRIAL SERIES#
Represented developer and mortgage broker in a series of claims brought by the Minnesota Attorney General alleging violation of consumer fraud statutes and other trade regulation and consumer protection statutes.The case involved claims of price fixing, territory allocation and other violations of state and federal antitrust laws. Represented vitamin manufacturer in the Vitamins Antitrust Litigation, a class action and part of one of the largest antitrust proceedings in U.S.This case was successfully dismissed on summary judgment and affirmed by the Eighth Circuit Court of Appeals. Val tried Fraps and VLC, but lags of 2 seconds or more. The first step in beating the game is to capture the screen. Represented a medical device manufacturer in a federal antitrust lawsuit by a competitor alleging monopoly leveraging, tying, attempted monopolization. In short, Super Hexagaon makes Touhou bullet hell games look like a cakewalk.District Court for the District of Minnesota. Represented the nation’s largest grocery wholesaler in a federal antitrust case in the U.S.
Represents one of the nation’s largest providers of advertising and promotions in federal action alleging state and federal antitrust and false advertising claims.Privacy Notice for California Job Applicants.Paralegals & Legal Administrative Assistants.
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