PATENT CLAIM ANALYSIS

Application Number: 15894134
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-01
Patent Classification: ["382", "115000"]

Abstract:
Approaches, techniques, and mechanisms are disclosed for generating thumbnails. According to one embodiment, a subset of images each depicting character face(s) is identified from a collection of images. An unsupervised learning method is applied to automatically cluster the subset of images into image clusters. Top image clusters are selected from the image clusters based at least in part on weighted scores of images clustered within the image clusters. Thumbnail(s) are generated from images in the top image clusters.

Claim (Index 2):
The method of  claim 1 , wherein the collection of images represents one or more of: a series of video images, a plurality of still photographic images, a plurality of computer-rendered images, or a combination of video images and still photographic images.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 1.64286
- Patent Class: 382.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15656417', '11019802', '11112892', '10541577', '14452237']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3409891949502532
- 35 USC 102 Novelty (BERT): 0.4786969276993927
- Combined Prediction Score: 0.3547599682251672
- Mean Citation Score: 164.774656
- Max Citation Score: 256.4912
- Similarity Product: 254.57077419281

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test