Abstract: The present invention relates to a prediction-based technique for encoding light field data by removing redundant information of light field data, reducing a number of bits by employing a prediction of a pixel value in all four dimensions of the light field. Using this technique to represent light field data, allows it to be transferred through a limited-bandwidth medium and/or to significantly reduce the required storage capacity for this purpose.

Abstract: The present invention concerns a hardware-friendly transform method in codecs for plenoptic point clouds. Given that existing video-based point cloud compression codec (V-PCC) is based on multimedia processor video codecs embedded in System-on-Chip (SoC) mobile devices, the remaining V-PCC steps should be as efficient as possible to ensure fair power consumption. In this sense, the method seeks to reduce the complexity of the transform, using integer transforms and imposing limits on the number of distinct transform dimensions, in which these limits are designed in order to minimize the losses of coding efficiency.

Abstract: A method for creating a non-symmetric codec architecture where a single decoder is able to decode the latent representations produced by different neural encoders. Being a single general decoder, the codec generated does not require multiple symmetric decoders, which saves a large amount of disk space. Therefore, beyond reducing the complexity in execution runtime, the embodiments presented herein significantly reduces the space complexity of learning-based codecs and saves huge amounts of disk space, enabling real applications specially in mobile devices.

Abstract: The present invention refers to removal of redundant information from plenoptic point cloud data, reducing the number of bits needed to represent them and thus making the plenoptic point cloud data more suitable to be transferred through a medium of limited bandwidth. The proposed solution is based on predictive differential coding, using the standard color channel of a point clouds as a reference for plenoptic data, and on the application of transforms for greater data compression.

Abstract: The present invention relates to a method for compressing light-fields by exploiting their overall 4D redundancy using a hybrid approach that combines the benefits of sparse coding approach with pseudo-video sequence or multi-view coding to explore the inter-SAI redundancy and achieves very competitive results. This redundancy is particularly high when the light-fields are densely sampled. Therefore, this invention is especially efficient for densely sampled light-fields, such as the ones acquired by light-field cameras.

Abstract: Method for digital video transmission in real time to multi-homed devices over heterogeneous networks by adopting a packaging forwarding strategy with path and content monitoring to the MPEG media transport protocol (MMT), method for reception and communication system, wherein a sender side has four modules: video parser, feedback packet receiving module, scheduler module and packet transmitter, and a receiver side has six modules: packet receiver, statistics calculator, feedback packet sender, reassembler, video decoder and video renderer.

Abstract: A method for compressing light field data using variable block-size four-dimensional transform and bit-plane hexadeca-tree decomposition, the method including: partitioning a four-dimensional pixel data of a light field into four-dimensional blocks of independent fixed size; partitioning the four-dimensional blocks in a set of four-dimensional non-overlapping sub-blocks of different sizes according to a rate-distortion criterion; independently transforming the four-dimensional sub-blocks generated in the previous operation, using a four-dimensional transform; quantizing by bit-planes the sub-blocks transformed by the four-dimensional transform according to Rate-Distortion optimized hexadeca-tree structure; and encoding the four-dimensional quantized data generated through an arithmetic encoder to produce a compressed representation of the light field.

Abstract: Method for digital video transmission in real time to multi-homed devices over heterogeneous networks by adopting a packaging forwarding strategy with path and content monitoring to the MPEG media transport protocol (MMT), method for reception and communication system, wherein a sender side has four modules: video parser, feedback packet receiving module, scheduler module and packet transmitter, and a receiver side has six modules: packet receiver, statistics calculator, feedback packet sender, reassembler, video decoder and video renderer.

Abstract: A multimodal and real-time method for filtering sensitive content, receiving as input a digital video stream, the method including segmenting digital video into video fragments along the video timeline; extracting features containing significant information from the digital video input on sensitive media; reducing the semantic difference between each of the low-level video features, and the high-level sensitive concept; classifying the video fragments, generating a high-level label (positive or negative), with a confidence score for each fragment representation; performing high-level fusion to properly match the possible high-level labels and confidence scores for each fragment; and predicting the sensitive time by combining the labels of the fragments along the video timeline, indicating the moments when the content becomes sensitive.

Abstract: The present invention relates to a method which aims to improve data security in mobile payment transactions. To achieve this goal, we propose a highly secure method for transactions validation through video encryption and a new view of secrecy based on the combination of encrypted video (102, 203, 305) and a transparent safe card (110, 202, 307) with unique secret pattern (111, 308). This safe card (110, 202, 307) is shown as a translucent or transparent device capable of acting as “layer” or decoding mask using visual cryptography techniques. Additionally, it is proposed in one embodiment of the present invention a method for encryption of unencrypted video (602) through a frame analysis module (601) and a frame recomposition module (612).

Abstract: A multimodal and real-time method for filtering sensitive content, receiving as input a digital video stream, the method including segmenting digital video into video fragments along the video timeline; extracting features containing significant information from the digital video input on sensitive media; reducing the semantic difference between each of the low-level video features, and the high-level sensitive concept; classifying the video fragments, generating a high-level label (positive or negative), with a confidence score for each fragment representation; performing high-level fusion to properly match the possible high-level labels and confidence scores for each fragment; and predicting the sensitive time by combining the labels of the fragments along the video timeline, indicating the moments when the content becomes sensitive.

Abstract: The present invention relates to a system and method for efficiently generating images and videos as an array of objects of interest (e.g., faces and hands, plates, etc.) in a desired resolution to perform vision tasks, such as face recognition, facial expression analysis, detection of hand gestures, among others. The composition of such images and videos takes into account the similarity of objects in the same category to encode them more effectively, providing savings in terms of time transmission and storage. Transmission time is less advantage to such a system in terms of efficiency, while less low cost storage means for storing data.

Abstract: The present invention relates to a system and method for efficiently generating images and videos as an array of objects of interest (e.g., faces and hands, plates, etc.) in a desired resolution to perform vision tasks, such as face recognition, facial expression analysis, detection of hand gestures, among others. The composition of such images and videos takes into account the similarity of objects in the same category to encode them more effectively, providing savings in terms of time transmission and storage. Transmission time is less advantage to such a system in terms of efficiency, while less low cost storage means for storing data.

Abstract: The present invention relates to a method which aims to improve data security in mobile payment transactions. To achieve this goal, we propose a highly secure method for transactions validation through video encryption and a new view of secrecy based on the combination of encrypted video (102, 203, 305) and a transparent safe card (110, 202, 307) with unique secret pattern (111, 308). This safe card (110, 202, 307) is shown as a translucent or transparent device capable of acting as “layer” or decoding mask using visual cryptography techniques. Additionally, it is proposed in one embodiment of the present invention a method for encryption of unencrypted video (602) through a frame analysis module (601) and a frame recomposition module (612).

Abstract: Functionality is described for reducing the unauthorized reproduction of optical media, such as optical discs of various types. The functionality operates by adding a physical descriptor to an optical medium, forming reference descriptor information based on the descriptor (by reading the descriptor Lr times), producing authenticity information based on the reference descriptor information, and providing the authenticity information to a disc use site via various modes. At the disc use site, the functionality operates by reading the authenticity information and reading the descriptor Lv times (where Lv may not equal Lr). Based on the information that is read, the functionality performs cryptographic analysis and descriptor-based analysis to validate the optical medium. The descriptor can be formed on a closed loop of the optical medium. The functionality also includes provisions for reducing the possibility that unwanted correction is performed, which may interfere with analysis of the descriptor.