Similar video lookup method and apparatus, device and storage medium
The present disclosure provides a similar video lookup method and apparatus, a device and a storage medium, wherein the method comprises: during video playing, receiving a similar video lookup request from a user; obtaining a feature vector of a first video segment which is currently being played, wherein each video is divided into a series of video segments according to a predetermined time length; determining a second video segment most similar to the first video segment according to a similarity between feature vectors of respective video segments stored in a database and the feature vector of the first video segment; displaying the second video segment to the user. The solution of the present disclosure can be applied to improve the lookup efficiency.
1. A computer-implemented similar video lookup method, wherein the method comprises:
during video playing, receiving a similar video lookup request from a user;
obtaining a feature vector of a first video segment which is currently being played, wherein each video is divided into a series of video segments according to a predetermined time length;
determining a second video segment most similar to the first video segment according to a similarity between feature vectors of respective video segments stored in a database and the feature vector of the first video segment; and
displaying the second video segment to the user,
wherein the obtaining a feature vector of a first video segment which is currently being played comprises:
if the feature vector of the first video segment is stored in the database, directly obtaining the feature vector of the first video segment from the database; and
if the feature vector of the first video segment is not stored in the database, generating the feature vector of the first video segment.
2. The method according to claim 1 , wherein the feature vectors of respective video segments are stored in the database in a multi-level inverted index manner.
3. The method according to claim 2 , wherein the method further comprises:
if the feature vector of the first video segment is not stored in the database, after generating the feature vector of the first video segment, mapping and storing the feature vector in a corresponding index table.
4. The method according to claim 1 , wherein
the receiving a similar video lookup request from a user comprises:
receiving the similar video lookup request sent by the user in a form of speech.
5. A computer device, comprising a memory, a processor and a computer program which is stored on the memory and runnable on the processor, wherein the processor, upon executing the program, implements a similar video lookup method, wherein the method comprises:
during video playing, receiving a similar video lookup request from a user;
obtaining a feature vector of a first video segment which is currently being played, wherein each video is divided into a series of video segments according to a predetermined time length;
determining a second video segment most similar to the first video segment according to a similarity between feature vectors of respective video segments stored in a database and the feature vector of the first video segment; and
displaying the second video segment to the user,
wherein the obtaining a feature vector of a first video segment which is currently being played comprises:
if the feature vector of the first video segment is stored in the database, directly obtaining the feature vector of the first video segment from the database; and
if the feature vector of the first video segment is not stored in the database, generating the feature vector of the first video segment.
6. The computer device according to claim 5 , wherein the feature vectors of respective video segments are stored in the database in a multi-level inverted index manner.
7. The computer device according to claim 6 , wherein the method further comprises:
if the feature vector of the first video segment is not stored in the database, after generating the feature vector of the first video segment, mapping and storing the feature vector in a corresponding index table.
8. The computer device according to claim 5 , wherein
the receiving a similar video lookup request from a user comprises:
receiving the similar video lookup request sent by the user in a form of speech.
9. A non-transitory computer-readable storage medium on which a computer program is stored, wherein the program, when executed by a processor, implements a similar video lookup method, wherein the method comprises:
during video playing, receiving a similar video lookup request from a user;
obtaining a feature vector of a first video segment which is currently being played, wherein each video is divided into a series of video segments according to a predetermined time length;
determining a second video segment most similar to the first video segment according to a similarity between feature vectors of respective video segments stored in a database and the feature vector of the first video segment; and
displaying the second video segment to the user,
wherein the obtaining a feature vector of a first video segment which is currently being played comprises:
if the feature vector of the first video segment is stored in the database, directly obtaining the feature vector of the first video segment from the database; and
if the feature vector of the first video segment is not stored in the database, generating the feature vector of the first video segment.
10. The non-transitory computer-readable storage medium according to claim 9 , wherein the feature vectors of respective video segments are stored in the database in a multi-level inverted index manner.
11. The non-transitory computer-readable storage medium according to claim 10 , wherein the method further comprises:
if the feature vector of the first video segment is not stored in the database, after generating the feature vector of the first video segment, mapping and storing the feature vector in a corresponding index table.
12. The non-transitory computer-readable storage medium according to claim 9 , wherein
the receiving a similar video lookup request from a user comprises:
receiving the similar video lookup request sent by the user in a form of speech.