Method to investigate human activities with artificial intelligence analysis in combination with logic and contextual analysis using advanced mathematic

A method to investigate time-based human activities;

• said with a time-based human activities universal processor;
• said organizing human activities as set of objects database information formatted as matrices element indices;
• said identifying each individual object with matrices element indices;
• said human activities being a gathering of human, animal, object;
• said with their interaction;
• said with related motion;
• said monitoring time-based human activities;
• said with several time-based look-out human activities apparatus;
• said using the time-based human activities universal processor;
• solving ambiguities;
• said for each apparatus;
• creating time-based human activities sub-parsing group formatted as matrices element indices.

A method creating an advanced mathematic computation algorithm;

• said this algorithm with the human activities organized as a set of objects formatted as matrices element indices;
• said generating the gathering of all or some object matrices element indices;
• said using connotation, fields and classifications formatted as matrices element indices;
• said distributing these objects matrices element indices;
• said populating several elements of human activities sub-parsing group formatted as matrices element indices;
• said this algorithm uses matrices calculus;
• tensors calculus;
• matrix addition;
• grouping;
• multiplication, tensor product;
• transposition;
• association;
• comparing;
• correlating some or all matrices rows, columns, and layers tensors element indices;
• said assisting the time-based human activities universal processor;
• generating the time-based correlation n-dimensional tensors with element indices.

A method creating a time-based n-dimensional space-curves formula Fi algorithm;

• said to time-based monitor motion, position and behavior;
• said with three complementary set of parameters;
• said the a, b, c, d parameters linking to the object situation x, y, z with time t;
• said a set of pi1, pi2, to pin parameters linking to the monitoring activities;
• said such as position;
• motion;
• behavior;
• said to the context;
• security;
• medical;
• automotive;
• military;
• said to the object;
• human;
• animal;
• vehicle;
• said to the environment;
• road;
• street;
• parkland;
• building;
• said people gathering;
• said to others rules and conditions;
• said for each single Θα, Θβ and Θγ angle rotation;
• said the rΘαi1, rΘαi2, to rΘαin, rΘβi1, rβi2, to rΘβin, rΘγi1, rΘγi2, to rΘγin parameters;
• said linking to motion;
• behavior;
• rotation;
• said for object situation xi1, xi2, xi3;
• said calculating the clockwise or counterclockwise rotation matrices element indices;
• said using the Euler matrix single angle rotation notation matrices element indices;
• said for each single Θα, Θβ and Θγ angle rotation;
• said rΘαi1, rΘαi2, to rΘαin, rΘβi2, rΘβi2, to rΘβin, rΘγi1, rΘγi2, to rΘγin;
• said for each single Θα, ββ and Θγ angle rotation;
• said creating the matrices Rαi1;
• Rβi1;
• Rγi1;
• said Rαi1 matrices element indices rαi1, rαi2, to rαin;
• said Rβi1 matrices element indices rβi1, rβi2, to rβin;
• said Rγi1 matrices element indices rγi1, rγi2, to rγin;
• said for the Θα+Θβ+Θγ angles rotations combination;
• said using matrices multiplication;
• Rαi1·Rβi1·Rγi1;
• said generating matrix RΘαi1, Θβi1, Θγi2 matrices element indices rΘαi1, rΘαi2, to rΘαin, rΘβi1, rΘβi2, to rΘβin, rΘγi1, rΘγi2, to rΘγin;
• said creating the Fi(pi1, pi2, to pin, rΘαi1, rΘαi2, to rΘαin, rΘβi1, rβi2, to rΘβin, rΘγi1, rΘγi2, to rΘγin, axi, byi, czi, dti). of the time-based n-dimensional space-curves formula Fi algorithm.

A method creating a rich set of object table formatted as matrices element indices;

• said with a set of human biometric;
• a set of pictures;
• silhouette and typical model for human;
• and many objects;
• said formatted as matrices element indices;
• said several field;
• said with category classification;
• said automotive;
• security;
• military;
• medical;
• machine to machine relationship;
• machine to human relationship;
• said for each category following specific mandatory rules formatted as matrices element indices;
• said with indices independently formatted as matrices element indices.

A method creating a rich universal dictionary table formatted as matrices element indices;

• said by associating and interlinking a rich word dictionary table formatted as matrices element indices;
• said to a rich set of object table formatted as matrices element indices;
• said interlinking the word matrices element indices independent of a language;
• said to the corresponding object matrices element indices independent of a language;
• said with identical matrices element indices;
• creating from the human activities;
• said a set of objects database information formatted as matrices element indices;
• said identifying each individual object with matrices element indices.

A method creating a time-based look-out human activities apparatus;

• said this apparatus divided in two sub-apparatus;
• said a sub-apparatus including video camera;
• said with also night vision;
• thermal vision;
• said microphone;
• said GPS;
• said wireless;
• said RF-ID detector;
• said dedicated to acquiring all human activities;
• said as object time-based information formatted as matrices element indices;
• said a sub-apparatus;
• said with the capability to communicate in a LAN/WAN;
• said including a LAN/WAN transmitter;
• receiver apparatus;
• said with wireless;
• with Wi-Fi, Wi-Fi max;
• said with RF-ID based wireless transponder ability;
• said recognizing passive RF-ID tag;
• active RF-ID with a nano-battery;
• with an antenna ability to receive and to emit.

The method according to 39, said a human is not discovered at a predicted position (g);

• said with matrices element indices Pg(xs, ys, zs, ts);
• said the human has disappeared;
• said identifying an ambiguity;
• said using the artificial intelligence neural network analysis;
• said in relationship with the bio-metric database;
• said of the rich universal dictionary table;
• said to solve this ambiguity;
• proposing an answer;
• said human has changed presentation.