Prosecution Insights
Last updated: May 29, 2026
Application No. 18/211,513

Object Detection Outside a User Field-of-View

Final Rejection §103
Filed
Jun 19, 2023
Priority
Jun 21, 2022 — provisional 63/354,014
Examiner
ZONG, HELEN
Art Unit
2683
Tech Center
2600 — Communications
Assignee
Apple Inc.
OA Round
3 (Final)
79%
Grant Probability
Favorable
4-5
OA Rounds
0m
Est. Remaining
87%
With Interview

Examiner Intelligence

Grants 79% — above average
79%
Career Allowance Rate
566 granted / 715 resolved
+17.2% vs TC avg
Moderate +8% lift
Without
With
+8.2%
Interview Lift
resolved cases with interview
Fast prosecutor
2y 2m
Avg Prosecution
28 currently pending
Career history
746
Total Applications
across all art units

Statute-Specific Performance

§101
0.6%
-39.4% vs TC avg
§103
91.8%
+51.8% vs TC avg
§102
2.8%
-37.2% vs TC avg
§112
1.8%
-38.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 715 resolved cases

Office Action

§103
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 . DETAILED ACTION Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 05/11/2026 has been entered. Response to Amendment Applicant’s amendment filed on 05/11/2026 has been entered. Claim Rejections - 35 USC § 103 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. Claims 1-6, 8, 12-15, 16-20 is/are rejected under 35 U.S.C. 103 as being Alameh et al. (US 10896591) in view of Price (US 8743145). Regarding claim 16, Alameh teaches a device comprising: one or more image sensors (119 sensors in fig. 1); one or more speakers (col. 10, line 2: such as a loudspeaker); a non-transitory memory (118 in fig. 1) ; and one or more processors (116 in fig. 1) to: receive, from the one or more image sensors, an image of a physical environment having a device field-of-view including a first region within an area of a user field-of-view and a second region outside the area of the user field-of-view(col. 4, lines: 25-28: Accordingly, strategic positioning of the proximity sensor components allows these devices to detect objects approaching from behind); detect, in the image of the physical environment, an object at a location in the physical environment (col. 4, lines: 25-28); determine whether the location in the physical environment is in the second region outside the area of the user field-of-view (col. 4, lines: 25-28: from behind) or the first region within the area of the user field-of-view; and in response to determining that the location in the physical environment is in the second region outside the area of the user field-of-view, play, via the one or more speakers, an audio notification of the detection (col. 4, lines: 35-38: delivering an alert to a user. The alert can notify the user that someone is behind them). Alameh does not teach an image of a physical environment having a device field-of-view including a first region within an area of a user field-of-view and a second region outside the area of the user field-of-view and in response to determining that the location in the physical environment is in the first region within the user field-if-view, forging playing the audio notification. Price teaches an image of a physical environment having a device field-of-view including a first region within an area of a user field-of-view (604 in fig. 6) and a second region outside the area of the user field-of-view (fig. 6: outside view 604 and col. 14, lines: 45-55: an image of a physical environment having a device field-of-view including a first region within an area of a user field-of-view and a second region outside the area of the user field-of-view and in response to determining that the location in the physical environment is in the first region within the user field-if-view, forging playing the audio notification) and in response to determining that the location in the physical environment is in the first region within the user field-if-view, forging playing the audio notification (col. 14, lines 55-65: if the first portable apparatus 202-1 determines that a friend of the first user 602 is located behind the first user, the visual overlay 642 may display a message 644 such as "Carly is behind you!" with an arrow 646 pointing in the direction of the friend, object, or the like. Claim 19:an object in a vicinity of the user but not currently in the field of view of the user at a portable apparatus carried by a use… alert information comprises at least one of: a sound, a visual signal, a vibration). Alameh and Price are combinable because they both deal with detect object using sensors. Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the application to combine the teachings of Alameh with the teaching of Price for purpose of providing augmented reality to one or more users in a real-world environment. Regarding claim 19, Alameh teaches the device of claim 16, wherein the one or more processors are to determine a motion of the object and play the audio notification based on the motion of the object (col. 64, Lines:40-45: serious indicating that the person may be in danger because someone is rapidly approaching from behind). Regarding claim 13, The structural elements of apparatus claim 19 perform all of the steps of method claim 13. Thus, claim 13 is rejected for the same reasons discussed in the rejection of claim 19. Claim 20 has been analyzed and rejected with regard to claim 16 and in accordance with Alameh’s further teaching on: A computer-readable memory that contains instructions, which when executed by a processor perform steps in a method (col. 4, line 35-40). Regarding claim 1, The structural elements of apparatus claim 16 perform all of the steps of method claim 1. Thus, claim 1 is rejected for the same reasons discussed in the rejection of claim 16. Regarding claim 4, Alameh teaches the method of claim 1, wherein determining that the location in the physical environment is outside the area of the user field-of-view includes determining that the location in the physical environment is outside the user field-of-view (col. 64, Lines:40-45: serious indicating that the person may be in danger because someone is rapidly approaching from behind). Regarding claim 5, Alameh teaches the method of claim 1, wherein determining that the location in the physical environment is outside the area of the user field-of-view includes determining that the location in the physical environment is outside a portion of the user field-of-view (col. 64, Lines:40-45: behind). Regarding claim 6, Alameh teaches the method of claim 1, wherein determining that the location in the physical environment is outside the area of the user field-of-view includes estimating the area of the user field-of-view (col. 64, Lines:40-45: rapidly approaching from behind). Regarding claim 14, Alameh teaches the method of claim 1, wherein playing the audio notification includes generating an audio signal indicative of the detection and playing, via the one or more speakers, the audio signal (col. 10, line 2: such as a loudspeaker). Regarding claim 17, Alameh teaches the device of claim 16, wherein the one or more processors are further to, in response to determining that the location is within the area of the user field-of-view, forgo playing the audio notification (col. 5, Lines: 35-40: proximity sensor component detects an object to the rear of a user, a control operation can include delivering an alert to the user. Alert only for proximity sensor). Regarding claim 2, The structural elements of apparatus claim 17 perform all of the steps of method claim 2. Thus, claim 2 is rejected for the same reasons discussed in the rejection of claim 17. Regarding claim 3, Alameh teaches the method of claim 1, wherein detecting the object at the location in the physical environment includes transmitting, to a peripheral device, the image of the physical environment, and receiving, from the peripheral device, an indication of the detection (col. 6 lines 5-10: these devices can be actuated to capture audio and/or video when a person is behind the user). Regarding claim 18, Alameh teaches the device of claim 16, wherein the one or more processors are to determine an object type of the object and play the audio notification based on the object type (col.15 Lines: 5-10: object 311 is ten feet away, the audible sound 601 may be a light beep. However, when the object is two feet away, the audible sound 601 may be a loud noise). Regarding claim 8, Alameh teaches the method of claim 1, wherein playing the audio notification includes playing the audio notification spatially from the location (col. 4, lines: 35-38). Regarding claim 12, The structural elements of apparatus claim 18 perform all of the steps of method claim 12. Thus, claim 12 is rejected for the same reasons discussed in the rejection of claim 18. Regarding claim 15, Alameh teaches the method of claim 1, wherein playing the audio notification includes altering playback, via the one or more speakers, of an audio stream (col. 15, lines 5-10). Claims 7, 9 is/are rejected under 35 U.S.C. 103 as being unpatentable over Alameh in view of Price as applied to claim 16 above, and further in view of Di Censo et al. (US 20160093207). Regarding claim 7, Alameh in view of Price does not teach the method of claim 6, wherein estimating the area of the user field-of-view includes determining an area around a gaze location of the user. Di teaches wherein estimating the area of the user field-of-view includes determining an area around a gaze location of the user (p0022: The pedestrian-facing camera 164 can detect a direction of eye gaze of the pedestrian). Alameh in view of Price and Di are combinable because they both deal with detect object using sensors. Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the application to combine the teachings of Alameh with the teaching of Di for purpose of provide system that can provide alerts to a distracted pedestrian related to hazards in the pedestrian's path (abstract). Regarding claim 9, Alameh in view of Price and Di teaches the method of claim 8, further comprising: receiving, from the one or more image sensors, a second image of the physical environment having a device field-of-view different than the user field-of-view; detecting (p0019: three cameras 208, 210, and 212 that can capture digital images in front of, in back of, and to the side of the pedestrian), in the second image of the physical environment, the object at a second location in the physical environment (p0024: 208 can be in communication with a processor module 202 to detect hazardous objects) ; and playing, via the one or more speakers, a second audio notification of the detection spatially from the second location (p0024: processor module 202 can output an audible warning through the acoustic transducers 204). The rational applied to the rejection of claim 7 has been incorporated herein. Claims 10-11 is/are rejected under 35 U.S.C. 103 as being unpatentable over Alameh in view of Price as applied to claim 8 above, and further in view of Bevelacqua et al. (US 9547335 ). Regarding claim 10, Alameh in view of Price does not teach the method of claim 8, further comprising: receiving, from the one or more image sensors, a second image of the physical environment having a device field-of-view different than the user field-of-view; detecting, in the second image of the physical environment, the object at a second location in the physical environment within the area of the user field-of-view; and forgoing playing, via the one or more speakers, a second audio notification of the detection. Bevelacqua teaches the method of claim 8, further comprising: receiving, from the one or more image sensors, a second image of the physical environment having a device field-of-view different than the user field-of-view (col. 2, lines: 35-40: Camera 108 may image a field of view similar to what the user may see); detecting, in the second image of the physical environment, the object at a second location in the physical environment within the area of the user field-of-view (col. 2, lines 35-40: interpret objects within the field of view); and forgoing playing, via the one or more speakers, a second audio notification of the detection (col. 2, lines 35-40: could alert the user). Alameh in view of Price and Bevelacqua are combinable because they both deal with detect object using sensors. Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the application to combine the teachings of Alameh in view of Price with the teaching of Bevelacqua for purpose of provide minimizing the increase to the size and form factor of wearable computing devices. Regarding claim 11, Alameh in view of Price teaches the method of claim 1, further comprising: detecting, in the image of the physical environment, a second object at a second location in the physical environment; and playing, via the one or more speakers, a second audio notification of the detection of the second object spatially from the second location (col. 4, lines: 35-38). Response to Arguments Applicant's arguments with respect to claims have been considered but are moot in view of the new ground(s) of rejection. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to HELEN Q ZONG whose telephone number is (571)270-1600. The examiner can normally be reached Mon-Fri 9-6. 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, Abderrahim Merouan can be reached at 5712705254. 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. HELEN ZONG Primary Examiner Art Unit 2683 /HELEN ZONG/ Primary Examiner, Art Unit 2683
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Prosecution Timeline

Show 4 earlier events
Oct 23, 2025
Response Filed
Oct 23, 2025
Examiner Interview Summary
Mar 02, 2026
Final Rejection mailed — §103
May 05, 2026
Examiner Interview Summary
May 05, 2026
Applicant Interview (Telephonic)
May 11, 2026
Request for Continued Examination
May 12, 2026
Response after Non-Final Action
May 22, 2026
Non-Final Rejection mailed — §103 (current)

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Prosecution Projections

4-5
Expected OA Rounds
79%
Grant Probability
87%
With Interview (+8.2%)
2y 2m (~0m remaining)
Median Time to Grant
High
PTA Risk
Based on 715 resolved cases by this examiner. Grant probability derived from career allowance rate.

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