Prosecution Insights
Last updated: August 17, 2026
Application No. 18/969,062

FACIAL RECOGNITION FRICTIONLESS ACCESS CONTROL

Final Rejection §102§103
Filed
Dec 04, 2024
Priority
May 21, 2018 — provisional 62/674,476 +4 more
Examiner
WU, ZHEN Y
Art Unit
2685
Tech Center
2600 — Communications
Assignee
Tyco Fire & Security GmbH
OA Round
2 (Final)
79%
Grant Probability
Favorable
3-4
OA Rounds
4m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 79% — above average
79%
Career Allowance Rate
625 granted / 794 resolved
+16.7% vs TC avg
Strong +21% interview lift
Without
With
+21.0%
Interview Lift
resolved cases with interview
Fast prosecutor
2y 0m
Avg Prosecution
31 currently pending
Career history
820
Total Applications
across all art units

Statute-Specific Performance

§101
0.7%
-39.3% vs TC avg
§103
53.4%
+13.4% vs TC avg
§102
26.1%
-13.9% vs TC avg
§112
9.8%
-30.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 794 resolved cases

Office Action

§102 §103
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claim Status Claims 1-24 are pending for examination. Response to Arguments Applicant's arguments filed 6/17/2026 have been fully considered. In response to “Claims 11 and 23 Are Not Subject to any §102 or §103 Rejection”, the claims are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. In response to “Claim Rejections – Double Patenting”, the rejection has been withdrawn because of the Terminal Disclaimer filed on 6/17/2026. In response to “Claim Rejections - 35 USC §102 and §103”, the Applicant's arguments have been fully considered but they are not persuasive. The Applicant argues Sheng fails to teach the limitation “determine movement information regarding the subject and the at least one additional subject” in claim 1 and in corresponding claim 13. However, Sheng teaches the argued limitation in the following paragraphs. Paragraph [0029] discloses: “If each of the required wearable devices 102a- 102b are in proximity to the reader 104, access to the target device is enabled. However, if one of the required wearable devices 102a-102b moves so that it is no longer in proximity to the reader, access to the target device is automatically disabled as soon as the wearable device is not detected.”, and paragraph [0032] discloses: “The system 100 can monitor the wearable devices 102a-102b (e.g., in three-dimensional space) to ensure that the position and orientation of the devices conform to a required spatial relationship of each other (e.g., no more than ten feet apart and on the same floor of the facility).” The cited paragraphs clearly teach the access control system is configured to determine whether one or more users have moved within a detection range of the reader. In addition, the access control system further determines the spatial distance between the users. In other words, the system monitors the movement information of the users as they enter, exit and move within the detection area to determine whether they belong to a group to enable access control. Furthermore, the applicant’s interpretation of the limitation “movement information” is narrower than the broadest reasonable interpretation (BRI) of the limitation. Applicant argues that Sheng’s disclosure of proximity and spatial relationship between users does not constitute “movement information”. However, it is reasonable to interpret the entrance, exit and changing spatial relationships of the users as “movement information” because a change from one location to another location constitute the definition of “movement”. Accordingly, the rejection is sustained in view of the teachings and suggestions of Sheng, which clearly describes a system that monitors the movements of a plurality of users entering, exiting and moving within the detection area, thereby meeting the claimed limitations. Claim Rejections - 35 USC § 102 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claims 1-2, 4-7, 9-10, 12-14, 16-19, 21-22 and 24 are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Sheng (Pub. No.: US 2017/0124362 A1). Regarding claim 1, Sheng teaches an access control system (Abstract, Fig. 1, access control system 100), comprising: a camera configured to detect an image regarding a subject (para [0033], “For example, the system 200 can be coupled to a camera that scans the faces of each of the employees and performs facial recognition to confirm that the people wearing the wearable devices are in fact the three specific employees that are authorized to open the safe”); a data communications device in communication with a mobile device associated with the subject (Fig. 1, the reader 104 of the access control system is in communication with the wearable device 102); a database configured to maintain facial information regarding a plurality of subjects (Para [0033]. It is inherent that the system includes a database of facial information in order to perform facial recognition of the users/employees); a processor in communication with the camera, the data communications device, and the database (para [0022], the access control server 110 includes a processor and memory that communicates with camera, reader 104 and target devices 106 to perform the disclosed functions), wherein the processor is configured to: execute an identification algorithm to identify the subject based on the detected image and the facial information maintained by the database; identify at least one additional subject based on the detected image (para [0033], “For example, the system 200 can be coupled to a camera that scans the faces of each of the employees and performs facial recognition to confirm that the people wearing the wearable devices are in fact the three specific employees that are authorized to open the safe”. The system captures and identifies the face of the three employees via camera); determine movement information regarding the subject and the at least one additional subject (Fig. 2, step 206, para [0025], “Upon identifying the user associated with each device 102a, 102b, the reader 104 determines (206) for each wearable device 102a, 102b a distance from the reader 104 and an orientation in relation to the target device 106. For example, the reader 104 can identify that wearable device 102a is associated with a parent and wearable device 102a is associated with a child in the same household. Next, the reader 104 can determine that the parent's wearable device 102a is fifteen feet away from the reader 104 and is located behind the target device 106, while the child's wearable device 102b is three feet away from the reader 104 and is located in front of the target device 106.” and para [0029], “If each of the required wearable devices 102a-102b are in proximity to the reader 104, access to the target device is enabled. However, if one of the required wearable devices 102a-102b moves so that it is no longer in proximity to the reader, access to the target device is automatically disabled as soon as the wearable device is not detected.”. The system identifies the users/empolyees have moved within a predetermined distance from the reader and the target device.); perform one or more second factor authentication processes; determine whether the at least one additional subject has permission to move through an access point based on the subject, the at least one additional subject, the movement information, and a likelihood of risk of tailgating (Fig. 2, step 208 and para [0033], the system determines one of the three employees has permission to access based on that employee is associated with the other two employees in a group, the employee is authorized based on the facial recognition and/or identifier received from the wearable device at step 204, the employee has moved within a predetermined distance from the reader at step 206 and the system determines the employee is not tailgating because the employee is part of a group with valid identifier.); and grant access to the at least one additional subject via the access point based on the permission and whether one or more of the identification algorithm or the one or more second factor authentication processes are determined be successful (Fig. 2 step 208 and para [0033], the system unlocks the door of the safe if the employees are authorized based on a set of access criteria.). Regarding claim 2, Sheng teaches the access control system of claim 1, wherein the processor is further configured to: determine that the identification algorithm is successful in identifying the subject (Fig. 2 step 204, para [0033], “In this example, the system 100 can be augmented with additional information about the users that are associated with the detected wearable devices. For example, the system 200 can be coupled to a camera that scans the faces of each of the employees and performs facial recognition to confirm that the people wearing the wearable devices are in fact the three specific employees that are authorized to open the safe and not impostors,”); and perform the one or more second factor authentication processes based on the identification algorithm being successful (Fig. 2, step 208, the system captures and identifies the face of employees followed by the determination of the employees’ distance with respect to each other.). Regarding claim 4, Sheng teaches the access control system of claim 1, wherein to perform one or more second factor authentication processes the processor is further configured to receive a location of the mobile device and compare the location of the mobile device to a location of the access point to grant access to the subject via the access point (Fig. 2, step 206, the system determines the location of the mobile device from the reader and target device / lock.). Regarding claim 5, Sheng teaches the access control system of claim 1, wherein to perform one or more second factor authentication processes the processor is further configured to receive an identifier from the mobile device and determine whether to grant access to the subject via the access point based on the identifier (para [0024], “Upon establishing a connection with each wearable device 102a-102b, the reader 104 can request information from the wearable devices 102a-102b in order to identify (i) the device and (ii) a user associated with the device. In one embodiment, the device 102a, 102b can provide a device identifier (e.g., MAC address, UUID, serial number, and the like) to the reader 104, and the reader 104 can connect to the server computing device 110 and request information about the device and/or a user associated with the device by using the device identifier (e.g., a database lookup).”). Regarding claim 6, Sheng teaches the access control system of claim 5, wherein the processor is further configured to request the identifier from the mobile device (para [0024], the reader of the system requests for the identifier from the wearable device.). Regarding claim 7, Sheng teaches the access control system of claim 6, wherein the identifier includes one or more of a media access control (MAC) address or wireless identifier (para [0024], the identifier is the MAC address of the wearable device). Regarding claim 9, Sheng teaches the access control system of claim 1, wherein the one or more second factor authentication processes involve an access system backup face recognition that uses the camera of the access control system to perform a facial recognition process on the subject (para [0033], “For example, the system 200 can be coupled to a camera that scans the faces of each of the employees and performs facial recognition to confirm that the people wearing the wearable devices are in fact the three specific employees that are authorized to open the safe”. The system uses cameras that are connected to the system to perform facial recognition.). Regarding claim 10, Sheng teaches the access control system of claim 1, wherein the one or more second factor authentication processes are selectively performed or not performed to identify the subject responsive to whether the identification algorithm fails or succeeds, respectively (para [0026], “The reader 104 then determines (208) a level of access available to the target device 106 based upon the identity of each user, the distance of each wearable device 102a-102b from the reader, and the orientation of each wearable device 102a-102b in relation to the target device 106. As mentioned above, the reader 104 determines that the child's wearable device 102b is three feet away from the reader 104 and in front of the target device 106, while the parent's wearable device 102a is fifteen feet away from the reader 104 and behind the target device 106. In this scenario, it could be that the child is watching television while the parent is in another room and cannot view the television. Based upon this configuration, the reader 104 can evaluate what access to provide to the television (e.g., by analyzing a user profile associated with the parent and/or the child).” and para [0033]. The system selectively performs to identify the access right of the one the user/employee in a group at step 208 if the system determines another one of the users/empolyees of the group is not located with a predetermined distance away from the reader at step 206 or fails to identify the another one of the users/employees at step 204. In other words, if the reader fails to identify one of the employees in the group, then the system determines the remaining two employees are not authorized to access.). Regarding claim 12, Sheng teaches the access control system of claim 1, wherein the permission is further based on a result of the one or more second factor authentication processes (Fig. 2 step 208 and para [0033], access is determined by the result of a set of access criteria). Regarding claim 13, recites a method corresponding to the system of claim 1 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Regarding claim 14, recites a method corresponding to the system of claim 2 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Regarding claim 16, recites a method corresponding to the system of claim 4 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Regarding claim 17, recites a method corresponding to the system of claim 5 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Regarding claim 18, recites a method corresponding to the system of claim 6 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Regarding claim 19, recites a method corresponding to the system of claim 7 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Regarding claim 21, recites a method corresponding to the system of claim 9 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Regarding claim 22, recites a method corresponding to the system of claim 10 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Regarding claim 24, recites a method corresponding to the system of claim 12 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. The factual inquiries for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claims 3 and 15 are rejected under 35 U.S.C. 103 as being unpatentable over Sheng (Pub. No.: US 2017/0124362 A1) in view Smith (Pub. No.: US 2017/0316626 A1). Regarding claim 3, Sheng teaches the access control system of claim 1, wherein to perform one or more second factor authentication processes the processor is further configured to cause an output of a code to the mobile device to be presented to a RF reader for matching and granting access to the subject via the access point (para [0024], “Upon establishing a connection with each wearable device 102a-102b, the reader 104 can request information from the wearable devices 102a-102b in order to identify (i) the device and (ii) a user associated with the device. In one embodiment, the device 102a, 102b can provide a device identifier (e.g., MAC address, UUID, serial number, and the like) to the reader 104, and the reader 104 can connect to the server computing device 110 and request information about the device and/or a user associated with the device by using the device identifier (e.g., a database lookup).”). Sheng teaches the wearable device transmits an identifier code to the RF reader for access but fails to expressly teach the wearable device displays a code to be presented to the camera. However, in the same field of access control, Smith teaches a mobile device displays a visual QR code 202 to the camera/optical imager 208 of the access system to gain access. See Fig. 2 and paras [0029]-[0030]. Therefore, it would have been obvious to a person having ordinary skill in the art before the effective filing date of the claimed invention to modify Sheng’s identifier with a QR code to be presented to the camera of the access control system to improve security. Regarding claim 15, recites a method corresponding to the system of claim 3 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Claims 8 and 20 are rejected under 35 U.S.C. 103 as being unpatentable over Sheng (Pub. No.: US 2017/0124362 A1). Regarding claim 8, Sheng teaches the access control system of claim 1, but fails to expressly teach wherein to perform one or more second factor authentication processes the processor is further configured to transmit instructions to the mobile device to perform a facial recognition process and return results of the facial recognition process to the access control system. Sheng teaches access control system in wireless communication with the wearable devices 102 and uses the disclosed camera coupled to the system to identify the users/employees instead of the camera of the wearable device 102. Sheng shows that the disclosed camera is an art-recognized equivalent of the wearable device’s camera because they both perform the same function. Therefore, it would have been obvious to a person having ordinary skill in the art before the effective filing date of the claimed invention to substitute the wearable device’s camera with an equivalent camera that performs the same function and yields the same predictable result. Regarding claim 20, recites a method corresponding to the system of claim 8 and is rejected for the same reasons as the system claim because the method has a similar claim scope as the system. Allowable Subject Matter Claims 11 and 23 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. Conclusion THIS ACTION IS MADE FINAL. Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to ZHEN Y WU whose telephone number is (571)272-5711. The examiner can normally be reached Monday-Friday, 10AM-6PM, EST. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Quan-Zhen Wang can be reached at 571-272-3114. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /ZHEN Y WU/Primary Examiner, Art Unit 2685
Read full office action

Prosecution Timeline

Dec 04, 2024
Application Filed
Mar 17, 2026
Non-Final Rejection mailed — §102, §103
Jun 17, 2026
Response Filed
Jul 17, 2026
Final Rejection mailed — §102, §103 (current)

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Prosecution Projections

3-4
Expected OA Rounds
79%
Grant Probability
99%
With Interview (+21.0%)
2y 0m (~4m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 794 resolved cases by this examiner. Grant probability derived from career allowance rate.

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