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    • 1. 发明授权
    • Automated color control in film-to-digital transfer
    • 电影到数字传输的自动色彩控制
    • US07263222B2
    • 2007-08-28
    • US11354558
    • 2006-02-15
    • Kevin ManbeckDonald GemanStuart Geman
    • Kevin ManbeckDonald GemanStuart Geman
    • G06K9/00G06K9/36G09G5/02G03F3/08
    • H04N9/11
    • A system and method for automatically adjusting color parameters during a film-to-digital transfer. An operator uses standard telecine equipment to preview scenes in order to determine a natural clustering of fields or scenes. Each cluster is processed separately. All the fields in a cluster are treated as one unit in the sense that color adjustments for the cluster are based on the cluster color histogram, which is computed by aggregating the colors from all pixels in the cluster. Constraints are specified for the cluster. Variables of a constraint may be automatically specified or determined by an operator based on observing sample frames from the cluster. In addition, the operator can nullify a constraint if desired. Within each cluster, the system adjusts red, green and blue intensities of the digitizing device, gains for each of these color channels, and other parameters. The system first determines which settings respect the constraints and then optimizes the solution. The solution is optimized such that the digital color distribution is as faithful as possible to the film color distribution subject to the constraints. This is achieved by adjusting the settings to maximize the entropy of the empirical, digital color histogram among all settings respecting the constraints.
    • 一种用于在电影到数字传输过程中自动调整色彩参数的系统和方法。 操作员使用标准电视电影设备预览场景,以确定场或场景的自然聚类。 每个集群分别进行处理。 集群中的所有字段都被视为一个单位,因为集群的颜色调整基于集群颜色直方图,通过聚合集群中所有像素的颜色来计算。 为集群指定约束。 约束的变量可以由操作员基于从集群观察样本帧自动指定或确定。 此外,如果需要,操作者可以使约束无效。 在每个群集内,系统调整数字化设备的红,绿和蓝强度,每个色彩通道的增益以及其他参数。 系统首先确定哪些设置与约束相关,然后优化解决方案。 该解决方案被优化,使得数字颜色分布尽可能忠实于受限制的胶片颜色分布。 这是通过调整设置来实现的,以使所有设置中的经验数字颜色直方图的熵最大化,以满足约束条件。
    • 2. 发明授权
    • Automated color control in film-to-digital transfer
    • US07068838B2
    • 2006-06-27
    • US10124625
    • 2002-04-17
    • Kevin ManbeckDonald GemanStuart GemanMichael N. Orton
    • Kevin ManbeckDonald GemanStuart GemanMichael N. Orton
    • G06K9/00
    • H04N9/11
    • A system and method for automatically adjusting color parameters during a film-to-digital transfer. An operator uses standard telecine equipment to preview scenes in order to determine a natural clustering of fields or scenes. Each cluster is processed separately. All the fields in a cluster are treated as one unit in the sense that color adjustments for the cluster are based on the cluster color histogram, which is computed by aggregating the colors from all pixels in the cluster. Constraints are specified for the cluster. Variables of a constraint may be automatically specified or determined by an operator based on observing sample frames from the cluster. In addition, the operator can nullify a constraint if desired. Within each cluster, the system adjusts red, green and blue intensities of the digitizing device, gains for each of these color channels, and other parameters. The system first determines which settings respect the constraints and then optimizes the solution. The solution is optimized such that the digital color distribution is as faithful as possible to the film color distribution subject to the constraints. This is achieved by adjusting the settings to maximize the entropy of the empirical, digital color histogram among all settings respecting the constraints.
    • 3. 发明授权
    • Video field labeling
    • 视频字段标签
    • US06624844B1
    • 2003-09-23
    • US09643309
    • 2000-08-21
    • Kevin ManbeckChengda YangDonald GemanStuart Geman
    • Kevin ManbeckChengda YangDonald GemanStuart Geman
    • H04N718
    • H04N7/0112G06F17/3028G06F17/30781G06K9/00711G06K9/6297G11B27/031G11B27/28
    • A method for determining labels for video fields by identifying the state of the field is disclosed. Some examples of a video field's state include the origin of the field as film or video, its relative location with respect to edit points, and in the case of film-originating material, the location within the standard sequential pattern which results from converting film to video. To determine the label of a video field, the conditional probability distribution for a particular sequence of states given the entire video sequence is calculated. This may be optimized by using dynamic programing to maximize the conditional probability function and thus the labels. To determine the conditional probability, first the joint probability distribution is determined for the observed video fields and the states. This joint probability is calculated by creating a data model and a structure model for the video sequence. From the joint probability distribution an equation representing the conditional probability of having a particular sequence of states given a particular video field is determined. By maximizing this distribution over all states, which may be performed through dynamic programming the most likely state is determined which is consistent with the given video sequence data. Once the states are determined, labels corresponding to the states may be inserted within the video sequence.
    • 公开了通过识别场的状态来确定视频场的标签的方法。 视频场的状态的一些示例包括作为电影或视频的场的起源,其相对于编辑点的相对位置,以及在电影来源材料的情况下,标准顺序图案中的位置由转换成电影到 视频。 为了确定视频场的标签,计算给定整个视频序列的特定状态序列的条件概率分布。 这可以通过使用动态编程来最大化条件概率函数和因此的标签来优化。 为了确定条件概率,首先确定观察到的视频场和状态的联合概率分布。 通过创建视频序列的数据模型和结构模型来计算该联合概率。 从联合概率分布中,确定表示给定特定视频场的特定状态序列的条件概率的方程式。 通过最大化这种可以通过动态编程执行的状态的这种分布,确定与给定的视频序列数据一致的最可能的状态。 一旦状态被确定,与状态对应的标签可以插入在视频序列内。
    • 5. 发明申请
    • Automated color control in film-to-digital transfer
    • 电影到数字传输的自动色彩控制
    • US20060133669A1
    • 2006-06-22
    • US11354558
    • 2006-02-15
    • Kevin ManbeckDonald GemanStuart Geman
    • Kevin ManbeckDonald GemanStuart Geman
    • G06K9/00
    • H04N9/11
    • A system and method for automatically adjusting color parameters during a film-to-digital transfer. An operator uses standard telecine equipment to preview scenes in order to determine a natural clustering of fields or scenes. Each cluster is processed separately. All the fields in a cluster are treated as one unit in the sense that color adjustments for the cluster are based on the cluster color histogram, which is computed by aggregating the colors from all pixels in the cluster. Constraints are specified for the cluster. Variables of a constraint may be automatically specified or determined by an operator based on observing sample frames from the cluster. In addition, the operator can nullify a constraint if desired. Within each cluster, the system adjusts red, green and blue intensities of the digitizing device, gains for each of these color channels, and other parameters. The system first determines which settings respect the constraints and then optimizes the solution. The solution is optimized such that the digital color distribution is as faithful as possible to the film color distribution subject to the constraints. This is achieved by adjusting the settings to maximize the entropy of the empirical, digital color histogram among all settings respecting the constraints.
    • 一种用于在电影到数字传输过程中自动调整色彩参数的系统和方法。 操作员使用标准电视电影设备预览场景,以确定场或场景的自然聚类。 每个集群分别进行处理。 集群中的所有字段都被视为一个单位,因为集群的颜色调整基于集群颜色直方图,通过聚合集群中所有像素的颜色来计算。 为集群指定约束。 约束的变量可以由操作员基于从集群观察样本帧自动指定或确定。 此外,如果需要,操作者可以使约束无效。 在每个群集内,系统调整数字化设备的红,绿和蓝强度,每个色彩通道的增益以及其他参数。 系统首先确定哪些设置与约束相关,然后优化解决方案。 该解决方案被优化,使得数字颜色分布尽可能忠实于受限制的胶片颜色分布。 这是通过调整设置来实现的,以使所有设置中的经验数字颜色直方图的熵最大化,以满足约束条件。
    • 9. 发明授权
    • Cadence editing
    • Cadence编辑
    • US06542199B1
    • 2003-04-01
    • US09643084
    • 2000-08-21
    • Kevin ManbeckChengda YangDonald GemanStuart Geman
    • Kevin ManbeckChengda YangDonald GemanStuart Geman
    • H04N701
    • H04N7/0112G11B27/031
    • A method for reordering an edited digital video sequence composed of digital video fields from multiple sources is disclosed. When the digital video sequence is reordered temporal cadence is provided which will allow for the conversion to a digital film format through a reverse 3:2 pulldown. Let Fold=(F1old,F2old, . . . ,FNold) be the given edited sequence of video fields. In one embodiment, the method calculates an instruction set which is then used to transform Fold into a new sequence of video fields, denoted Fnew, where most of the fields in Fnew come from Fold and the remaining fields are “upconverted” fields from Fold. This reconstitution of Fold is obtained by optimizing a set of instructions based on various constraints which express the characteristics of the pattern AaBbBcCdDd. By assigning a cost to each violation of the constraints, and to each disruption of the natural flow of time, and to other undesirable properties, a real-valued function is constructed. This real valued function can then be optimized through dynamic programming.
    • 公开了一种用于对由多个源的数字视频场组成的编辑数字视频序列进行重排序的方法。 当数字视频序列被重新排序时,提供了时间节奏,这将允许通过反向3:2下拉转换成数字电影格式。 让Fold =(F1old,F2old,...,FNold)是给定的编辑的视频字段序列。 在一个实施例中,该方法计算一个指令集,该指令集然后用于将折叠变换成新的视频字段序列,表示为Fnew,其中Fnew中的大多数字段来自折叠,其余字段是从“折叠”的“上变频”字段。 通过基于表达图案AaBbBcCdDd的特征的各种约束优化一组指令来获得Fold的这种重建。 通过为每个约束的违规分配成本,以及对自然时间流的每个中断以及其他不期望的属性,构建了实值函数。 然后可以通过动态规划来优化此实值函数。